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Models:
Tobias Harvey
tobiasharvey/
DeepLearning-HeartSegment
0
Downloads: 1
[3475df]: / scores / UNETpp20.csv

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# epoch train_loss train_dice train_jaccard dice_score jaccard_score
1 0 1.0569565482614165 0.19986905 0.1437309946740982 tensor(0.2793) 0.20760681918690108
2 1 0.6753215960699235 0.33259478 0.2762606151885037 tensor(0.2817) 0.210603255947308
3 2 0.47062538867878123 0.3638123 0.31134745499245475 tensor(0.5268) 0.4654444803669672
4 3 0.34261777121308856 0.37908685 0.3281277983422583 tensor(0.5562) 0.48891747643453715
5 4 0.2678492709076235 0.38628197 0.3342318357023492 tensor(0.5740) 0.5317423962286725
6 5 0.209861080581543 0.40100786 0.3521415079429986 tensor(0.7439) 0.7087112992998109
7 6 0.17249213784085632 0.41039637 0.36416333731023115 tensor(0.7490) 0.7168536798971211
8 7 0.1476826333745396 0.41231638 0.36591454076994445 tensor(0.7965) 0.761844641012393
9 8 0.13519930963126403 0.41190842 0.3652257643797915 tensor(0.8523) 0.8192045378425372
10 9 0.12213682344456984 0.41459814 0.36867252744550544 tensor(0.6948) 0.6618310560644062
11 10 0.11893421137855516 0.41441664 0.3692455109466709 tensor(0.6952) 0.6628773097016188
12 11 0.09986917386758384 0.42197853 0.3775710817645931 tensor(0.8027) 0.7717483983347817
13 12 0.09607715041363409 0.42330915 0.380290527352986 tensor(0.7481) 0.7156790436374435
14 13 0.0952790827265283 0.4200533 0.37548918185710656 tensor(0.7434) 0.7076501447857841
15 14 0.08498547314467589 0.42543685 0.3823665525261026 tensor(0.7478) 0.7151087226826354
16 15 0.08435924725509933 0.42608878 0.3839091970933174 tensor(0.6972) 0.6660145796291315
17 16 0.07449346740169548 0.4299019 0.38830274506600143 tensor(0.7442) 0.7096451319431424
18 17 0.08322618410909345 0.42252192 0.3785360788657089 tensor(0.8188) 0.7706641913490294
19 18 0.10166573026592697 0.414656 0.3694005849499289 tensor(0.8047) 0.773926976646575
20 19 0.08432882837068413 0.4202539 0.3752390202827609 tensor(0.8533) 0.8214972373658493