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4_bbox_results.txt
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4_bbox_results.txt
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trained on domain 5
max dice 0.9095009602101995, epoch 50
[0.9173645867655674, 0.9081954725764014, 0.9200046653194087, 0.9227956414222718, 0.8791444349673486]
trained on domain 4
max dice 0.9250043968738073, epoch 40
[0.9310816464324793, 0.932110883295536, 0.9153182299009391, 0.9290421769022942, 0.9174690478377872]
trained on domain 3
max dice 0.9075577502790617, epoch 50
[0.9208259545266628, 0.9008797217499126, 0.9238653550190585, 0.877008689988044, 0.9152090301116308]
trained on domain 2
max dice 0.9057573094504464, epoch 20
[0.9257554542273283, 0.9034645381298932, 0.9239355206489563, 0.8647126295874196, 0.9109184046586355]
trained on domain 1
max dice 0.9273722816519229, epoch 40
[0.935728020966053, 0.9242416737335069, 0.9313761278986931, 0.9208793822796114, 0.9246362033817503]
trained on domain 0
max dice 0.9166597212570476, epoch 50
[0.9274243522774089, 0.9285460604088647, 0.9352174565196038, 0.8708333498047244, 0.9212773872746362]
trained on domain 0
max dice 0.8153578728037758, epoch 50
[0.8578691953285174, 0.7402069360493572, 0.8742732211947442, 0.7092488701455295, 0.8951911413007312]
trained on domain 0
max dice 0.8180065856871572, epoch 100
[0.8626657720993866, 0.7477400871752187, 0.8760151833295822, 0.7139313727542861, 0.889680513077312]
trained on domain 0
max dice 0.8175601017953873, epoch 90
[0.8547251981429078, 0.7579299801894065, 0.8764923200011253, 0.7049160571068276, 0.8937369535366694]
resnet 0.9 domain 0
0.787521780464085
[0.8325723677196286, 0.7698131532940481, 0.8569439455866814, 0.6062464589072812, 0.8720329768127866]
trained on domain 0
max dice 0.8211034611840107, epoch 90
[0.8748812479051676, 0.8234056024146932, 0.8706195563077926, 0.6520458306765924, 0.8845650686158074]
resnet 0.9 domain 1
0.7431542286246298
[0.8222623939315478, 0.6072086697178227, 0.788880319148302, 0.681255518428741, 0.8161642418967353]
trained on domain 1
max dice 0.7877021606935892, epoch 170
[0.8593864922101299, 0.6758059009111353, 0.8155034929513931, 0.7268077004913897, 0.8610072169038985]
resnet 0.9 domain 2
0.7194393311910823
[0.7977722414458791, 0.7120893323286013, 0.7696569629013539, 0.5647877344200688, 0.752890384859509]
trained on domain 2
max dice 0.7692228180563596, epoch 20
[0.833644550293684, 0.7777596928856589, 0.8100547060370445, 0.6389070508843243, 0.7857480901810858]
resnet 0.9 domain 3
0.6407307096152413
[0.705977936120083, 0.6601307188922708, 0.6075237060764006, 0.6007503039173542, 0.629270883070098]
trained on domain 3
max dice 0.7613268458290445, epoch 50
[0.8322781178479394, 0.7220201938852866, 0.692297960515134, 0.7198672787316384, 0.8401706781652238]
resnet 0.9 domain 4
0.7237819646736325
[0.7715391057233015, 0.8306698071008379, 0.43925621337257326, 0.7583139486610889, 0.8191307485103607]
trained on domain 4
max dice 0.7807606612741427, epoch 170
[0.8371515264734626, 0.8778145760297775, 0.5023986905686441, 0.8101450577378273, 0.8762934555610021]
resnet 0.9 domain 5
0.7066835281675704
[0.7829777806376418, 0.7664903547953476, 0.545529903386653, 0.7139824010431767, 0.7244372009750335]
trained on domain 5
max dice 0.7952369140154458, epoch 50
[0.8388346101467808, 0.8455032320185141, 0.7246226240806989, 0.7964517164975404, 0.770772387333695]
resnet 0.9 domain 0
0.7557673545323398
[0.8056257963180542, 0.8217303712259639, 0.5458372188066798, 0.7815504997968674, 0.8240928865141339]
trained on domain 0
max dice 0.8200487087500503, epoch 170
[0.8785159472714771, 0.7524482666568864, 0.8753091156482696, 0.701764926160796, 0.8922052880128225]
resnet 0.9 domain 1
0.7334491961637652
[0.801003834232688, 0.5132628558203578, 0.7926897250115872, 0.7456037541550975, 0.8146858115990957]
trained on domain 1
max dice 0.7782624992872629, epoch 60
[0.838647799876829, 0.5798281883554799, 0.8144279181957245, 0.7921173120698621, 0.8662912779384189]
resnet 0.9 domain 2
0.7108557807356993
[0.7971332650631666, 0.7061014429412105, 0.7770968571305275, 0.5220291046125274, 0.7519182339310646]
trained on domain 2
max dice 0.7521340877813714, epoch 30
[0.8359903682333728, 0.7620709060945294, 0.8068730100989342, 0.5644147961469893, 0.7913213583330313]
resnet 0.9 domain 3
0.7653704045898267
[0.8262814758345485, 0.7966686019843275, 0.7282287699303457, 0.6894499308639958, 0.7862232443359163]
trained on domain 3
max dice 0.8097886836920886, epoch 190
[0.854788047571977, 0.8269922858612104, 0.7702721006103924, 0.7579861201586262, 0.8389048642582364]
resnet 0.9 domain 4
0.7557673545323398
[0.8056257963180542, 0.8217303712259639, 0.5458372188066798, 0.7815504997968674, 0.8240928865141339]
trained on domain 4
max dice 0.8092305521352262, epoch 190
[0.8485507670169076, 0.8757975121790712, 0.6405148395071072, 0.8262694202363491, 0.855020221736696]
resnet 0.9 domain 5
0.7066835281675704
[0.7829777806376418, 0.7664903547953476, 0.545529903386653, 0.7139824010431767, 0.7244372009750335]
trained on domain 5
max dice 0.792250457763342, epoch 80
[0.8338287274042765, 0.8469723632389848, 0.7174108829157636, 0.7875856224447488, 0.7754546928129369]
trained on domain 0
max dice 0.8179615560788367, epoch 60
[0.8751095804301176, 0.7757774825201652, 0.8538860358297825, 0.6885534772500838, 0.8964812043640349]
trained on domain 1
max dice 0.748061349064019, epoch 100
[0.8105359243747898, 0.6822137512942196, 0.7750309459865093, 0.6828014330318887, 0.7897246906326877]
trained on domain 2
max dice 0.7843077159104501, epoch 10
[0.8215101493212084, 0.7761409021914005, 0.8097597360610962, 0.6958111576480611, 0.8183166343304846]
trained on domain 3
max dice 0.8190725698306209, epoch 120
[0.8632414465149244, 0.8693204935301434, 0.7938639628035682, 0.6945860491644952, 0.8743508971399732]
trained on domain 4
max dice 0.7705974820051168, epoch 160
[0.8341109833369652, 0.8714425848288969, 0.46990964289548337, 0.8168804246932269, 0.8606437742710114]
trained on domain 5
max dice 0.704661216725138, epoch 180
[0.7015482715020577, 0.8053771257400513, 0.5634622188330728, 0.6964692711830139, 0.7564491963674945]
trained on domain 0, train test threshold 0.75
max dice 0.8303319984460156, epoch 160
[0.8595664778893645, 0.8268003543572766, 0.8782750010490418, 0.6935786193296793, 0.8934395396047168]
trained on domain 1, train test threshold 0.75
max dice 0.7680622134035329, epoch 150
[0.8412191284199556, 0.6745245654934219, 0.825415875762701, 0.6775161866999923, 0.8216353106415935]
trained on domain 2, train test threshold 0.75
max dice 0.7288254951768425, epoch 20
[0.8255704656864206, 0.7222927375273271, 0.7963436894118786, 0.5866646745044496, 0.7132559087541368]
trained on domain 3, train test threshold 0.75
max dice 0.8158551239933931, epoch 100
[0.8727964696784815, 0.8310397572138093, 0.8387382428294846, 0.6569915753338607, 0.8797095749113295]
trained on domain 4, train test threshold 0.75
max dice 0.7906443147183433, epoch 60
[0.8158271949893484, 0.8654052706604655, 0.6207831125941377, 0.8084706485271453, 0.8427353468206193]
trained on domain 5, train test threshold 0.75
max dice 0.7928545917017479, epoch 80
[0.8510385112216076, 0.8595096089623191, 0.6835524576928427, 0.802338819205761, 0.7678335614262088]
trained on domain 0, train test threshold 0.9
max dice 0.8099733168385983, epoch 40
[0.8333222192119468, 0.8277273128873536, 0.8613860994577408, 0.6497473892710742, 0.8776835633648766]
trained on domain 1, train test threshold 0.9
max dice 0.7577098849938428, epoch 70
[0.843078644014895, 0.6581818788966173, 0.8160864420235157, 0.6563091551464412, 0.8148933048877451]
trained on domain 2, train test threshold 0.9
max dice 0.7005902373136925, epoch 80
[0.8036229973658919, 0.717581180008975, 0.7885822437703609, 0.5399971306347476, 0.6531676347884867]
trained on domain 3, train test threshold 0.9
max dice 0.7974537575984924, epoch 130
[0.8607557254532973, 0.8055256452750076, 0.8233813075348735, 0.630239762681266, 0.8673663470480177]
trained on domain 4, train test threshold 0.9
max dice 0.7785579916014914, epoch 40
[0.8091253830740849, 0.851441000672904, 0.60227378393835, 0.7935990281403065, 0.8363507621818118]
trained on domain 5, train test threshold 0.9
max dice 0.7876874514534109, epoch 120
[0.8468461316078901, 0.8514306257394227, 0.6796184420565753, 0.8084816828370094, 0.7520603750261569]
trained on domain 0, train test threshold 0.5
max dice 0.8408404211098814, epoch 80
[0.884213546460325, 0.8273296417402369, 0.8838992536067962, 0.7154341941819556, 0.8933254695600934]
trained on domain 1, train test threshold 0.5
max dice 0.7728703105317513, epoch 140
[0.8415138265118003, 0.6318590168003441, 0.83417506814003, 0.7100391379527508, 0.8467645032538308]
trained on domain 2, train test threshold 0.5
max dice 0.7398275949349372, epoch 10
[0.8297010607396563, 0.7304264970801093, 0.7945547580718995, 0.6077646859548183, 0.7366909728282027]
trained on domain 3, train test threshold 0.5
max dice 0.8239887448434369, epoch 90
[0.8740007200588783, 0.8452904491939328, 0.8447814378887415, 0.6806161151598057, 0.8752550019158257]
trained on domain 4, train test threshold 0.5
max dice 0.8047160587721853, epoch 130
[0.8279669744273027, 0.8750015449794856, 0.6341890190504874, 0.8288359113037587, 0.8575868440998925]
trained on domain 5, train test threshold 0.5
max dice 0.7904297583429513, epoch 60
[0.8433222112556299, 0.8605079752477732, 0.6752190000971235, 0.7937117472290993, 0.77938785788513]
full bbox trained on domain 0
max dice 0.7782398061111575, epoch 170
[0.7880714836699719, 0.7094339143451569, 0.8711268216371536, 0.6679321832036529, 0.854634627699852]
full bbox trained on domain 1
max dice 0.7818588424098373, epoch 90
[0.7916419816513857, 0.6751607148575464, 0.7742521677166223, 0.810611788784304, 0.8576275590393279]
full bbox trained on domain 2
max dice 0.6746446098476004, epoch 40
[0.7969764013153812, 0.6014749269736719, 0.7975932098925114, 0.48543855948560855, 0.6917399515708288]
full bbox trained on domain 3
max dice 0.710359652696809, epoch 100
[0.8215582678094506, 0.6542674640282216, 0.7336476752534509, 0.508908064967111, 0.8334167914258109]
full bbox trained on domain 4
max dice 0.7801865541996518, epoch 130
[0.7765481538760165, 0.8413324833593585, 0.7146299207316977, 0.7464983627200127, 0.8219238503111733]
full bbox trained on domain 5
max dice 0.7394087005263064, epoch 140
[0.8097777503232161, 0.7834657033566724, 0.5913294910985444, 0.7705330714583397, 0.7419374863947591]
trained on domain 4, train test threshold 0.5
max dice 0.8588560438818402, epoch 200
[0.8588560438818402]
trained on domain 4, train test threshold 0.5
max dice 0.9170336772998174, epoch 50
[0.9170336772998174]
trained on domain 5, train test threshold 0.5
max dice 0.8922394341038119, epoch 40
[0.8922394341038119]