ISIC
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ISIC NearOOD2 2019 (test)
86.95AUROC
6
ISIC NearOOD1 2019 (test)
98.78AUROC
6
ISIC Open Set 2019 (test)
54.04AUROC
6
ISIC
86.4AUROC
6
ISIC
90.1AUROC
6
ISIC 2017
1.22ΔDice@90
6
ISIC
0.033UCC g
6
ISIC
87.7Average Score
6
ISIC 2017 (test)
98.52Accuracy
6
ISIC
58AUROC
6
ISIC Spurious 7 (polluted)
87.5Accuracy
6
ISIC Clean 7
62Accuracy
6
ISIC Overall 7 (full)
80.5Accuracy
6
ISIC 2019
81.06Accuracy
6
ISIC 2019
87.31Top-1 Acc
6
ISIC Dermoscopy 20-2
0.97Weighted F1
6
ISIC
0.922AUROC
6
ISIC
89.7AUROC
6
ISIC
71.5F1 Score
6
ISIC
94.2AUROC
6
ISIC 2018 (20% labeled)
85.43Dice Coefficient
6
ISIC 2018 (10% labeled)
84.71Dice Score
6
ISIC 2018 (5% labeled)
84.1Dice
6
ISIC
80.8IoU
6
ISIC Local (test)
87Class 1 Score
6