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AUTO_WCEBleedGen_Challeng
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[5b5488]: / Bleeding & Non-Bleeding Segmentation / log_segmentation.csv

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# epoch Dice_Coefficient binary_accuracy loss val_Dice_Coefficient val_binary_accuracy val_loss
1 0 0.5189730525016785 0.8091209530830383 0.48153921961784363 0.3300970792770386 0.4238879084587097 0.6705030798912048
2 1 0.5556524395942688 0.8355726599693298 0.44255438446998596 0.031015336513519287 0.7695932984352112 0.968255341053009
3 2 0.5718347430229187 0.8424513339996338 0.4300900399684906 0.012580441311001778 0.8094606399536133 0.9868876934051514
4 3 0.5808645486831665 0.8445991277694702 0.4195002019405365 0.0068849013186991215 0.8093730211257935 0.9926706552505493
5 4 0.5928787589073181 0.8490902185440063 0.4071597754955292 0.014711689203977585 0.8094627261161804 0.9841964244842529
6 5 0.5882031917572021 0.8476810455322266 0.41159114241600037 0.2991630434989929 0.8596979975700378 0.672441303730011
7 6 0.5935114026069641 0.8509833812713623 0.4064314663410187 0.4858654737472534 0.8388711214065552 0.5134509801864624
8 7 0.5909863114356995 0.8510465025901794 0.4075320363044739 0.5334711670875549 0.8336528539657593 0.46480435132980347
9 8 0.5895247459411621 0.8486496806144714 0.40908384323120117 0.5293954014778137 0.8219884037971497 0.4593868851661682
10 9 0.5988849997520447 0.8538028001785278 0.4003806710243225 0.5642756223678589 0.8466930985450745 0.4272111654281616
11 10 0.6022569537162781 0.8546704649925232 0.39863255620002747 0.5270413756370544 0.8515801429748535 0.4551313519477844
12 11 0.6084247827529907 0.8566312789916992 0.3910347521305084 0.5740262269973755 0.8457849621772766 0.42327702045440674
13 12 0.608110785484314 0.8559762239456177 0.39297470450401306 0.49218443036079407 0.7871286869049072 0.4995713531970978
14 13 0.60398930311203 0.8542537689208984 0.3972572088241577 0.48362287878990173 0.8450595736503601 0.49439752101898193
15 14 0.609197199344635 0.8564407825469971 0.3908184766769409 0.5012418627738953 0.7524061799049377 0.5079164505004883
16 15 0.6064024567604065 0.8598303198814392 0.39166325330734253 0.5559769868850708 0.823870062828064 0.44123971462249756
17 16 0.613612174987793 0.8615436553955078 0.3864031434059143 0.5232997536659241 0.8292183876037598 0.4606601297855377
18 17 0.6192212700843811 0.859589159488678 0.38024720549583435 0.5519570112228394 0.8336517810821533 0.43829575181007385
19 18 0.6156380772590637 0.8615300059318542 0.383715957403183 0.5374305844306946 0.81168532371521 0.4592955410480499
20 19 0.6164263486862183 0.8610221743583679 0.38357290625572205 0.5631752014160156 0.835055410861969 0.43665647506713867
21 20 0.6177694201469421 0.8633246421813965 0.3815019130706787 0.5702921748161316 0.830179750919342 0.42643654346466064
22 21 0.6146007776260376 0.8612698316574097 0.38451123237609863 0.5744839310646057 0.8400880694389343 0.4218716323375702
23 22 0.6115222573280334 0.859992504119873 0.38838037848472595 0.5551317930221558 0.8570743799209595 0.4324778914451599
24 23 0.6131252646446228 0.8601609468460083 0.3877200186252594 0.5821725130081177 0.8595024943351746 0.4064210057258606
25 24 0.620652973651886 0.8617684841156006 0.37951210141181946 0.5738744139671326 0.8420723676681519 0.416360080242157
26 25 0.6195646524429321 0.8632321953773499 0.37935107946395874 0.5752289295196533 0.8262026309967041 0.42549124360084534
27 26 0.6243600249290466 0.8640028238296509 0.3757445216178894 0.5740684866905212 0.8736161589622498 0.40327009558677673
28 27 0.6238101124763489 0.8618160486221313 0.37688547372817993 0.5834429264068604 0.8239606022834778 0.4177115261554718
29 28 0.6306600570678711 0.8670733571052551 0.36975863575935364 0.5730467438697815 0.8427857756614685 0.42698919773101807
30 29 0.619208574295044 0.8661159873008728 0.38144031167030334 0.587568998336792 0.8715539574623108 0.39348268508911133
31 30 0.6259211897850037 0.8648334741592407 0.3743526041507721 0.5420312881469727 0.8068549633026123 0.45872753858566284
32 31 0.6171870231628418 0.8677549958229065 0.3828220069408417 0.5134789943695068 0.7753308415412903 0.49306145310401917
33 32 0.6262444853782654 0.8666457533836365 0.3737432062625885 0.5779473781585693 0.8273151516914368 0.40923407673835754
34 33 0.6258899569511414 0.871832013130188 0.3741335868835449 0.5850026607513428 0.8653643131256104 0.3885709047317505
35 34 0.6363645792007446 0.8734175562858582 0.36308515071868896 0.5823299884796143 0.8625645637512207 0.39299529790878296
36 35 0.6321674585342407 0.8654090166091919 0.3667615056037903 0.5905075669288635 0.8476437926292419 0.4059901535511017
37 36 0.6374962329864502 0.8728114366531372 0.3616085648536682 0.5896680951118469 0.8590112328529358 0.39289090037345886
38 37 0.6380236148834229 0.8768089413642883 0.3619610667228699 0.5701276063919067 0.8573486804962158 0.42090311646461487
39 38 0.6467865109443665 0.8773998618125916 0.3535447120666504 0.5632872581481934 0.8296883702278137 0.4313604235649109
40 39 0.6320233941078186 0.8695271015167236 0.3681921362876892 0.5639398097991943 0.8074163794517517 0.43629181385040283
41 40 0.6438835859298706 0.875636100769043 0.35641545057296753 0.5840010046958923 0.8691022992134094 0.3871994614601135
42 41 0.6428532600402832 0.8763368129730225 0.35637184977531433 0.5953853130340576 0.8531062006950378 0.39977890253067017
43 42 0.6502302885055542 0.8780688047409058 0.3491092026233673 0.5914391279220581 0.8699746131896973 0.38396134972572327
44 43 0.6401376724243164 0.8786328434944153 0.36002224683761597 0.592237651348114 0.8643059134483337 0.38222551345825195
45 44 0.6531383395195007 0.8798837661743164 0.3469827175140381 0.5952857732772827 0.8814907670021057 0.3765127658843994
46 45 0.6613948941230774 0.8840360641479492 0.33779779076576233 0.5987867116928101 0.877581775188446 0.37227699160575867
47 46 0.6649110317230225 0.884819507598877 0.33454230427742004 0.6033843159675598 0.8825588822364807 0.36925971508026123
48 47 0.6632703542709351 0.8845956325531006 0.3350457549095154 0.6145128011703491 0.8828374743461609 0.3584212064743042
49 48 0.6719142198562622 0.8880122900009155 0.327278733253479 0.6238644123077393 0.8801518082618713 0.3598855435848236
50 49 0.6699686050415039 0.8862215280532837 0.33075204491615295 0.6203517913818359 0.8527955412864685 0.3679944574832916
51 50 0.6689468026161194 0.8875472545623779 0.3306644558906555 0.5142897963523865 0.8697611689567566 0.4588041603565216
52 51 0.6573413014411926 0.8841264843940735 0.3432137370109558 0.5907652378082275 0.8392117619514465 0.40275683999061584
53 52 0.6735954284667969 0.8864070177078247 0.3262619972229004 0.6081824898719788 0.8891406059265137 0.3606366813182831
54 53 0.6690689325332642 0.8859118819236755 0.33146026730537415 0.5957478284835815 0.8883263468742371 0.37370431423187256
55 54 0.6778097748756409 0.8928357362747192 0.32182300090789795 0.6279470920562744 0.8868470191955566 0.34859156608581543
56 55 0.6754056215286255 0.8903363347053528 0.3232569098472595 0.639566957950592 0.8823396563529968 0.3455190062522888
57 56 0.6738846898078918 0.8890570998191833 0.3258246183395386 0.6001015305519104 0.8780982494354248 0.3760944604873657
58 57 0.682395339012146 0.8920331597328186 0.3178262412548065 0.5939411520957947 0.8759211897850037 0.38319459557533264
59 58 0.6715102195739746 0.8881473541259766 0.3280913531780243 0.6185324192047119 0.8780839443206787 0.3636985719203949
60 59 0.6783934235572815 0.8893539309501648 0.32232755422592163 0.5091823935508728 0.888154149055481 0.47319984436035156
61 60 0.6787715554237366 0.8915398120880127 0.3222821354866028 0.6369048357009888 0.8909348845481873 0.33987846970558167
62 61 0.6804102659225464 0.8913081288337708 0.31901195645332336 0.6203067302703857 0.891512393951416 0.3563587963581085
63 62 0.6901944875717163 0.8956639766693115 0.3087815046310425 0.6395448446273804 0.8877651691436768 0.3380643427371979
64 63 0.6897243857383728 0.8936055898666382 0.3105178773403168 0.6347345113754272 0.880492091178894 0.3486975133419037
65 64 0.6813010573387146 0.892443835735321 0.3186914622783661 0.5722901225090027 0.8580316305160522 0.4086931049823761
66 65 0.6876403093338013 0.8933674097061157 0.3125298321247101 0.6236761212348938 0.8897756338119507 0.3507961332798004
67 66 0.693259060382843 0.8965400457382202 0.30610841512680054 0.6354727745056152 0.8650699257850647 0.3526722192764282
68 67 0.6910663843154907 0.8961763381958008 0.3097423017024994 0.6166580319404602 0.8820744752883911 0.3681977689266205
69 68 0.6919681429862976 0.895855724811554 0.3072393834590912 0.5613056421279907 0.8561545610427856 0.41538044810295105
70 69 0.6817460060119629 0.8905563354492188 0.31816402077674866 0.6497277617454529 0.8926541805267334 0.3340742588043213
71 70 0.6940772533416748 0.8936612010002136 0.3053930699825287 0.6389023661613464 0.8942663669586182 0.3476269841194153
72 71 0.7008708715438843 0.8998438715934753 0.29673683643341064 0.506879448890686 0.8679483532905579 0.4738781750202179
73 72 0.6996802091598511 0.8987680077552795 0.3005908131599426 0.6486073136329651 0.8986756205558777 0.33008435368537903
74 73 0.7021455764770508 0.8978169560432434 0.29694539308547974 0.658038318157196 0.9033524394035339 0.3268239200115204
75 74 0.6876277923583984 0.8940514922142029 0.3126440942287445 0.6399058699607849 0.8748041987419128 0.34802156686782837
76 75 0.7016034126281738 0.899597704410553 0.29965364933013916 0.6198070645332336 0.8945426344871521 0.35245320200920105
77 76 0.6937780380249023 0.8986280560493469 0.3067927062511444 0.6010527610778809 0.8890129923820496 0.37124189734458923
78 77 0.7069119811058044 0.9020335674285889 0.2929399311542511 0.6133248209953308 0.895530641078949 0.35735639929771423
79 78 0.705866813659668 0.8997918367385864 0.2948594391345978 0.5959342122077942 0.8916754722595215 0.3760364353656769
80 79 0.7023401260375977 0.8991523385047913 0.2972368896007538 0.6651739478111267 0.8871406316757202 0.32579073309898376
81 80 0.7106523513793945 0.9018025994300842 0.2898881733417511 0.6700310707092285 0.8986480832099915 0.3267178535461426
82 81 0.7144230604171753 0.9016450643539429 0.2862134575843811 0.6694740653038025 0.8887698650360107 0.3280723989009857
83 82 0.7088136672973633 0.9012095332145691 0.2901560366153717 0.6631604433059692 0.8908635377883911 0.3248906135559082
84 83 0.7143991589546204 0.9048873782157898 0.28536272048950195 0.659875750541687 0.8935405611991882 0.325661301612854
85 84 0.7097708582878113 0.9016776084899902 0.28926515579223633 0.6161136627197266 0.8806666135787964 0.3686487674713135
86 85 0.7112377285957336 0.9033232927322388 0.28812646865844727 0.663314700126648 0.8892632126808167 0.32274946570396423
87 86 0.7130464315414429 0.9043980240821838 0.28530818223953247 0.6868503093719482 0.8958061337471008 0.3099355101585388
88 87 0.7181425094604492 0.9054774641990662 0.2818252444267273 0.6469957232475281 0.8992992043495178 0.33875390887260437
89 88 0.7105578780174255 0.9034302830696106 0.29020699858665466 0.6699846982955933 0.8926333785057068 0.31609708070755005
90 89 0.7175899744033813 0.9054955244064331 0.2823112905025482 0.6360074281692505 0.8796176314353943 0.35941797494888306