cbct / experiments /outputs /evaluation /summary_eval.csv
JulianHJR's picture
CBCT complete experiment outputs (part 2)
4e7201b verified
Raw History Blame Contribute Delete
18.1 kB
abs_rvd_ci95_high,abs_rvd_ci95_low,abs_rvd_mean,abs_rvd_median,abs_rvd_std,apex_abs_rvd_ci95_high,apex_abs_rvd_ci95_low,apex_abs_rvd_mean,apex_abs_rvd_median,apex_abs_rvd_std,apex_asd_mm_ci95_high,apex_asd_mm_ci95_low,apex_asd_mm_mean,apex_asd_mm_median,apex_asd_mm_std,apex_dice_ci95_high,apex_dice_ci95_low,apex_dice_mean,apex_dice_median,apex_dice_std,apex_hd95_mm_ci95_high,apex_hd95_mm_ci95_low,apex_hd95_mm_mean,apex_hd95_mm_median,apex_hd95_mm_std,apex_signed_rvd_ci95_high,apex_signed_rvd_ci95_low,apex_signed_rvd_mean,apex_signed_rvd_median,apex_signed_rvd_std,apex_surface_dice_ci95_high,apex_surface_dice_ci95_low,apex_surface_dice_mean,apex_surface_dice_median,apex_surface_dice_std,asd_mm_ci95_high,asd_mm_ci95_low,asd_mm_mean,asd_mm_median,asd_mm_std,boundary_touch_ci95_high,boundary_touch_ci95_low,boundary_touch_mean,boundary_touch_median,boundary_touch_std,centerline_recall_ci95_high,centerline_recall_ci95_low,centerline_recall_mean,centerline_recall_median,centerline_recall_std,cldice_ci95_high,cldice_ci95_low,cldice_mean,cldice_median,cldice_std,component_abs_error_ci95_high,component_abs_error_ci95_low,component_abs_error_mean,component_abs_error_median,component_abs_error_std,diameter_mae_mm_ci95_high,diameter_mae_mm_ci95_low,diameter_mae_mm_mean,diameter_mae_mm_median,diameter_mae_mm_std,dice_ci95_high,dice_ci95_low,dice_mean,dice_median,dice_std,gt_components_ci95_high,gt_components_ci95_low,gt_components_mean,gt_components_median,gt_components_std,hd95_mm_ci95_high,hd95_mm_ci95_low,hd95_mm_mean,hd95_mm_median,hd95_mm_std,method,n_patients,n_rois,pred_components_ci95_high,pred_components_ci95_low,pred_components_mean,pred_components_median,pred_components_std,pulp_outside_gt_tooth_rate_ci95_high,pulp_outside_gt_tooth_rate_ci95_low,pulp_outside_gt_tooth_rate_mean,pulp_outside_gt_tooth_rate_median,pulp_outside_gt_tooth_rate_std,signed_rvd_ci95_high,signed_rvd_ci95_low,signed_rvd_mean,signed_rvd_median,signed_rvd_std,structure,surface_dice_ci95_high,surface_dice_ci95_low,surface_dice_mean,surface_dice_median,surface_dice_std
1.0113867264580434,0.5643939627607331,0.7693805196373604,0.6695117116403096,0.25220584395960155,1.6151197756497442,0.9196237141104164,1.3003126672672942,1.4217239811318205,0.3921285398488021,0.19569932817612246,0.15077097721274213,0.17323665079530862,0.16474878087803269,0.025722265248936126,0.5590619742584202,0.4977082111678488,0.5277344540859825,0.5365856152515912,0.034751385977605416,0.9393672841998107,0.6543870682174706,0.8012977578772865,0.7644470920567565,0.15946483212035434,1.5506518033607555,0.7978414438309548,1.2210651092768965,1.3893430287513,0.42576244142661707,0.9194184550043177,0.867638469498841,0.8918950907508952,0.8759333190650513,0.029284531144505216,0.2608263699148431,0.1526539907337254,0.19942260243189266,0.1699518923386952,0.06446398697476445,4.9645889344604955e-05,2.0200183821670024e-06,2.229490054796684e-05,1.0100091910835012e-05,2.752935930240572e-05,0.9444254944169919,0.8932584689539549,0.9213606105382794,0.932010055621757,0.028752314056871394,0.8690020576535931,0.8147047312678645,0.8423043441273741,0.8505826194685574,0.0318014124954293,0.6738095238095237,0.3807440476190476,0.5273809523809524,0.5357142857142857,0.16893020738158818,0.31095969259104506,0.24469557578095902,0.27782763418600204,0.29036625194443505,0.038182591235619324,0.7249058744754835,0.6447215575590464,0.6899949177007288,0.7095114041863478,0.045571908927795016,1.0,1.0,1.0,1.0,0.0,0.8336757986911589,0.694353821050893,0.7641608840265619,0.7636289329094813,0.08136240234650437,dualsdf_v2,5,135,1.673809523809524,1.3807440476190476,1.5273809523809523,1.5357142857142858,0.1689302073815882,0.020344909678895063,0.0015786450046695328,0.008577647755884064,0.0018972907324359366,0.012111220576298414,0.9936526955886229,0.5388990917080582,0.7513278349471102,0.6695117116403096,0.2568270164368938,pulp,0.9543105473843405,0.9244827084253355,0.941465074476764,0.9471044637746626,0.01698898352987563
0.08685233558052133,0.04832165014343278,0.06758699286197704,0.06176524791645376,0.022759825845117973,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.16969437207093413,0.09672797098090812,0.12775555054033905,0.1019263942415255,0.041251355571065844,4.9645889344604955e-05,2.0200183821670024e-06,2.229490054796684e-05,1.0100091910835012e-05,2.752935930240572e-05,,,,,,,,,,,,,,,,,,,,,0.942415848075686,0.9249280307452878,0.9337603815728623,0.9399935527027857,0.01023475424401263,,,,,,0.5986022097072847,0.4275747596635838,0.5119030288056695,0.45946575629513314,0.09815574427136482,dualsdf_v2,5,135,,,,,,,,,,,0.07673406621827872,0.0008865810212947883,0.03969749132077273,0.04722030445681174,0.040972616509213376,tooth,0.9933910300903783,0.9696369289476235,0.9815284550944906,0.9870930437554383,0.013584272790868419
0.6871044076254019,0.3580234830420282,0.5081122148240445,0.46373663828493833,0.18690162897107265,1.077840671025226,0.6028304003233405,0.8679794350811502,0.9519248553383451,0.2673661530904496,0.18931190681680501,0.14317238329140944,0.16631164279768137,0.1662942547195812,0.02659960457754624,0.5987549947441595,0.5388741334233033,0.5671730435717334,0.5682451487493148,0.03348138968678874,0.9122618070070603,0.6614427137269433,0.7872894347810122,0.7635872911977435,0.1442572450087739,0.9593460380549661,0.4172080766608045,0.7321855671230612,0.8486097256792956,0.3031611652011402,0.9274918258057763,0.8805468797541668,0.9039280582712127,0.9033808996906405,0.027246801533936268,0.20599409566697968,0.12077331269301135,0.1595953020374886,0.13423845859598035,0.049022206859753316,4.9645889344604955e-05,2.0200183821670024e-06,2.229490054796684e-05,1.0100091910835012e-05,2.752935930240572e-05,0.923359719961212,0.878628737816471,0.9009938271747213,0.8967154244453277,0.026378166285663345,0.8561988244078547,0.7986487618112267,0.8288685400994034,0.8389669050895153,0.03306746557203842,1.3523809523809525,0.85,1.1484126984126983,1.2142857142857142,0.2947811791186985,0.2455262685124616,0.19841196242647388,0.22123870532244316,0.22200104271560853,0.026687331119603572,0.7690296178333911,0.6958089794058917,0.7383859529766852,0.7551597709259593,0.041788259728689346,1.0,1.0,1.0,1.0,0.0,0.7942135531566406,0.6181803396787268,0.7146997834195167,0.7679109139964222,0.10084989891788831,dualsdf_v21,5,135,2.3523809523809525,1.85,2.1484126984126983,2.2142857142857144,0.2947811791186986,0.01555677059482306,0.002151822352651759,0.007548487929007988,0.0027799655292335282,0.008467189770387447,0.6453035982658968,0.339272960718324,0.4867356555264726,0.46357991251026526,0.17554637940768744,pulp,0.9706350538814459,0.9402427436743341,0.9579955276326636,0.9649791278513054,0.01720017229138544
0.09070424296342532,0.04915075284456501,0.07093420019978273,0.06798078792623564,0.024855464905783504,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.1544869321579639,0.10278560148167268,0.12337772972449981,0.10750696207260978,0.030184464959899057,4.9645889344604955e-05,2.0200183821670024e-06,2.229490054796684e-05,1.0100091910835012e-05,2.752935930240572e-05,,,,,,,,,,,,,,,,,,,,,0.9403889505895628,0.9298145910155157,0.9351866836077691,0.9375124544219176,0.006036812347932846,,,,,,0.5863816677498297,0.4621771812084814,0.526896681565197,0.5359870306407821,0.07147924716567106,dualsdf_v21,5,135,,,,,,,,,,,0.08410892640329097,0.005000055265674285,0.04681837941195106,0.05124859659421339,0.04278872794716466,tooth,0.9916929892977645,0.9746726201265987,0.9831494364624197,0.9845608372114115,0.00958857018054129
0.7597730912335814,0.3979860824417565,0.5603745349663101,0.49396029523484675,0.20394021079328492,1.1896761807411012,0.645836224646098,0.9564478063357585,1.049451946039399,0.30323333629472676,0.19216779426433522,0.14681039063646897,0.1695066264075396,0.16980794373568048,0.025808055092157358,0.5834930498871668,0.5301732476564863,0.5560618746031938,0.5628222625460755,0.029899067355976625,0.9491105378148221,0.6767659387900549,0.8117637835057041,0.7221509885414513,0.15640370407092327,1.0324817871201544,0.47020908325066674,0.807345639415853,0.9311215323335488,0.3254386429115888,0.9152157969737832,0.8676332819094903,0.8907007007560521,0.8707362541002466,0.028530359609620325,0.23644982101918363,0.128271468623477,0.17347654381566618,0.13941714784530235,0.0663647679155897,4.9645889344604955e-05,2.0200183821670024e-06,2.229490054796684e-05,1.0100091910835012e-05,2.752935930240572e-05,0.9253475589841562,0.8763586983877139,0.9022702296121674,0.9041399595921722,0.028752469197824943,0.8518125688013278,0.792293565928415,0.8239288672934298,0.8364041336059745,0.03446501242323015,1.4277777777777776,0.75,1.1044973544973546,1.1428571428571428,0.360342321746,0.25342301222415564,0.2060597969251044,0.22974140457463005,0.22837498912039747,0.026807713203307344,0.7588091508551308,0.6865252800729685,0.7279798346536297,0.7416956939303899,0.04128288340888893,1.0,1.0,1.0,1.0,0.0,0.7810940378842671,0.6274103229074511,0.7068993287205302,0.7071505821721689,0.08940256333618919,dualsdf_v23,5,135,2.427777777777778,1.75,2.1044973544973544,2.142857142857143,0.3603423217460001,0.02043438804880749,0.0017302973353238963,0.008815845684856747,0.0021821606195837513,0.01200893359205103,0.7230935793565979,0.37830371631838366,0.5401392320992925,0.49396029523484675,0.1957103433432464,pulp,0.966584840698637,0.937738819682315,0.9539630977817989,0.9626150464252198,0.016091353199964617
0.07883472738859021,0.0477123855220072,0.0627640183240012,0.05304291992064963,0.018861986944098588,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.17069136172436064,0.09498589946717302,0.12590433520181263,0.10035314567651377,0.043456456360563576,4.9645889344604955e-05,2.0200183821670024e-06,2.229490054796684e-05,1.0100091910835012e-05,2.752935930240572e-05,,,,,,,,,,,,,,,,,,,,,0.9430421792023551,0.927591406193045,0.9359017119247948,0.9410597854639463,0.008712785024284481,,,,,,0.5777472616394477,0.41492899844907394,0.4963381300442607,0.4780891785734985,0.093690034569678,dualsdf_v23,5,135,,,,,,,,,,,0.07075665876345315,-0.007178778298399119,0.03293304088856171,0.032976353803503236,0.04218723969419002,tooth,0.9931924447598858,0.9722387095652998,0.9827088197096854,0.9860197084550932,0.012080406744919782
1.0604735200923199,0.6681865051679721,0.8368803063173301,0.7084934018007326,0.22056156885256042,2.13391507009164,1.5554628451084749,1.8446889576000576,1.9761978073128101,0.3323936127546277,0.20109786243295763,0.15136510296725583,0.17655462834924304,0.15997775174502724,0.028989074137411336,0.54421696204755,0.4735564644292188,0.5083839299979909,0.5096588955781646,0.039000004422063826,1.1007903123966458,0.7616026767247603,0.9297058814600533,0.8534805049653087,0.19077689964297628,2.13391507009164,1.5554628451084749,1.8446889576000576,1.9761978073128101,0.3323936127546277,0.9101209074650173,0.8504770004802713,0.8796887057385423,0.8815510598653621,0.03338751239931986,0.2736917230412085,0.1520883193851033,0.20389547143294937,0.17257535323811646,0.07219350692716729,4.9645889344604955e-05,2.0200183821670024e-06,2.229490054796684e-05,1.0100091910835012e-05,2.752935930240572e-05,0.9623053438586533,0.9352744991532163,0.9487899215059349,0.9477813363208641,0.015371167546662448,0.8402095340353523,0.7910691755536862,0.8134807142038195,0.8101851091133662,0.027394448231877873,0.7928571428571429,0.6407407407407407,0.7121693121693122,0.7037037037037037,0.08758411874399971,0.28527614015175323,0.22968230069265524,0.2574792204222043,0.26614107100156603,0.031574800302523846,0.7171420726924017,0.6445974359625444,0.686349735333407,0.7067768902116641,0.040817504938143026,1.0,1.0,1.0,1.0,0.0,0.8778974455701292,0.6661110429276831,0.7938896268180442,0.8543307684360555,0.1221039081832889,mednext,5,135,1.7928571428571431,1.6407407407407408,1.7121693121693125,1.7037037037037037,0.08758411874399973,0.024569917985710094,0.0038868219536803313,0.012469037428219169,0.006202056965449412,0.012661680158206528,1.0604735200923199,0.6681865051679721,0.8368803063173301,0.7084934018007326,0.22056156885256042,pulp,0.9538927626767458,0.9181718607815712,0.9357380968955826,0.9351208240965859,0.019017741898362087
0.09066545255946226,0.04050118969504548,0.06652853564368165,0.07432304963311598,0.030207725878529004,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.1690811735124232,0.08737885962955794,0.11740064968018951,0.09388559640415024,0.05133574753019983,4.9645889344604955e-05,2.0200183821670024e-06,2.229490054796684e-05,1.0100091910835012e-05,2.752935930240572e-05,,,,,,,,,,,,,,,,,,,,,0.9453243461506329,0.9317311349890992,0.9392972628261594,0.9436996663361069,0.008365966021601511,,,,,,0.492708249794197,0.3603011493983508,0.4129702173999813,0.3840459744086008,0.07886621951069639,mednext,5,135,,,,,,,,,,,0.09045589919545535,0.028651778512010683,0.06205571198170212,0.07432304963311598,0.037465339654286355,tooth,0.9957765168541283,0.9761178996996712,0.9887748775379428,0.9942850928863498,0.012463807620860674
0.9949136821097374,0.5204395897082957,0.7210803620788317,0.6700350222201793,0.2683947406387933,1.8360678862986077,1.2632312505081444,1.5667820153620087,1.5808846950757267,0.3273380262108685,0.1997397482911508,0.15209727424670413,0.17591851126892746,0.17205949528828168,0.026975194811309097,0.5707929804362126,0.5017571387112323,0.5360921721742962,0.5437035920138897,0.041440726164850006,1.0746325375872297,0.7456988738592918,0.9025865391535467,0.8049698162258878,0.18688194762468727,1.8190117222024624,1.2342858344477807,1.5446392855411322,1.5584757314905124,0.332096626953489,0.9065025859595468,0.860470310239162,0.8834777907357075,0.8935399170876116,0.027266432561461013,0.3066875439817684,0.13098922180563458,0.20404156185889738,0.15217246537219528,0.10649046056532083,4.9645889344604955e-05,2.0200183821670024e-06,2.229490054796684e-05,1.0100091910835012e-05,2.752935930240572e-05,0.9484919511441368,0.9142951423189695,0.9313935467315531,0.930422541568413,0.01938359524807261,0.8188497231669686,0.7670434258811631,0.7957105142232702,0.7969141721972008,0.030518646176811857,1.7,1.291798941798942,1.4816137566137566,1.3571428571428572,0.22595612724546618,0.26414306906010443,0.20045766944264914,0.23230036925137681,0.2282962928968684,0.03584150770097559,0.7483831564716955,0.6514643427475871,0.7074525377785775,0.7109033723466848,0.052322927403085806,1.0,1.0,1.0,1.0,0.0,0.8845221566888088,0.6324584746140702,0.7721289549776282,0.7933264443914265,0.1456243869327903,nnunet_resenc,5,135,2.7,2.291798941798942,2.481613756613757,2.357142857142857,0.2259561272454663,0.026859707596418512,0.0027585191011601402,0.012861483008517832,0.003851094176515502,0.01519087021460089,0.9743740173749016,0.5195577554931287,0.7137928900596362,0.6700350222201793,0.25628509258494503,pulp,0.961976009100642,0.9177068818722373,0.9410317945060862,0.950378024895491,0.024869024731016046
0.0875046456193488,0.039555799270207276,0.058879224541776576,0.04944550050208631,0.02769853986201213,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.18743243530326384,0.07856562966628708,0.11922635849109761,0.08041325255724621,0.07020774174755734,4.9645889344604955e-05,2.0200183821670024e-06,2.229490054796684e-05,1.0100091910835012e-05,2.752935930240572e-05,,,,,,,,,,,,,,,,,,,,,0.9505061796401144,0.9323938523360782,0.9425393146392196,0.9495433107171151,0.010934415448490158,,,,,,0.4979401328938289,0.34824301156144205,0.41183210725112473,0.3760430992715992,0.08879309997551046,nnunet_resenc,5,135,,,,,,,,,,,0.0862319772232322,0.00446818366846762,0.04545466841220171,0.043907746239133634,0.043317830990780536,tooth,0.9955528436990531,0.9719075580868524,0.9871303003815093,0.9941131965194406,0.015182490812530225
0.9911355602497938,0.4843900477030895,0.6942322589633129,0.6796637043439303,0.27905105508210387,1.7642848853012647,1.2214600772908626,1.5000730435663852,1.505973289931789,0.2878622030995019,0.18787277072992162,0.14511273937598895,0.16668147247659898,0.1519685310485118,0.02485294677668838,0.5776269707848627,0.511164634937112,0.545520587790107,0.551832644994812,0.03735152941779053,1.013858359811088,0.7277792004849329,0.8732942323965398,0.8005284479237035,0.16316873558863335,1.7516379222825946,1.2025631142722575,1.4808712024990112,1.4836155663548258,0.29043482270329024,0.9170516193110612,0.8702977833824299,0.8929070377249324,0.8985939994142694,0.025665574276731582,0.26655107093423475,0.12647948410543725,0.18810696770938068,0.14749748089069317,0.08410341362163266,4.9645889344604955e-05,2.0200183821670024e-06,2.229490054796684e-05,1.0100091910835012e-05,2.752935930240572e-05,0.949045321058487,0.9168883361206681,0.9329668285895775,0.9428942582123184,0.018675597697799428,0.825832288982595,0.7704874888763034,0.8001313454282206,0.802153670558978,0.03181492375348512,1.3809523809523812,1.2031746031746031,1.2986772486772487,1.3571428571428572,0.10053745440088176,0.26639921215077395,0.19692594354215476,0.23166257784646435,0.22682900891741564,0.03939582056502897,0.7551394238255622,0.652659794278079,0.7133622280155023,0.714274814733597,0.05566807758454514,1.0,1.0,1.0,1.0,0.0,0.8678281268508433,0.6221800498382719,0.7508601433780816,0.7401268735905281,0.14389819286898217,umamba2,5,135,2.380952380952381,2.2031746031746033,2.298677248677249,2.357142857142857,0.10053745440088159,0.024153097938202577,0.0028721846797954945,0.011941563402156987,0.0048710201375505606,0.013126791327881063,0.9763290543608468,0.4801471131407961,0.6871752897191838,0.6796637043439303,0.2721656907496936,pulp,0.9656334585079875,0.9202625937533986,0.9448846118097931,0.9519655607406833,0.02423898115551033
0.08370055650593207,0.03391560803858291,0.05554838448176318,0.04930403988531983,0.02755794287453776,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.16574877597468146,0.07967021087223887,0.1119960624813116,0.08135817534248804,0.05541152245175906,4.9645889344604955e-05,2.0200183821670024e-06,2.229490054796684e-05,1.0100091910835012e-05,2.752935930240572e-05,,,,,,,,,,,,,,,,,,,,,0.9501788395710751,0.9344404552852973,0.943291655261647,0.9493786176651273,0.00977573677372339,,,,,,0.5044375023833381,0.34727617703187225,0.40963422288675366,0.37125829226390056,0.09493598193159525,umamba2,5,135,,,,,,,,,,,0.08291113970695864,0.00895425787487484,0.04664590683941011,0.0480956706329076,0.03905941869533444,tooth,0.9955606603855086,0.975172849762583,0.9882783979149166,0.9941961437562593,0.012940736396221699