ISIC
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ISIC NIID, κ=1
67.45Accuracy
12
ISIC Uniform
75.26Accuracy
12
ISIC OOD 2024
85B-ACC
12
ISIC 2018
92.94Accuracy
12
ISIC (test)
73.6mIoU
12
ISIC 2016 (test)
94.31mDice
12
ISIC 2020
91.364Accuracy
11
ISIC 2018
79.37Accuracy
11
ISIC LT (Ratio 500) 2019 (test)
50.99Top-1 Acc
11
ISIC LT Ratio 200 2019 (test)
59.38Top-1 Acc
11
ISIC LT Ratio 100 2019 (test)
63.85Top-1 Accuracy
11
ISIC 2018
0.872Accuracy
11
ISIC
35.081-shot Acc
11
ISIC 2018
81.67Accuracy
10
ISIC (fold 5)
90.5Dice Coefficient
10
ISIC 2019
91.82Macro F1
10
ISIC-MN (test)
91.8AUC
10
ISIC-BM (test)
78.4AUC
10
ISIC18
81.51mIoU
10
ISIC 2018
55.2mIoU
10
ISIC 2019
0.87ID Precision
10
ISIC 2017 (val)
79.6IoU
10
ISIC
0.959Overall AUROC
9
ISIC 2018 (test)
69.4Balanced Test Accuracy
9
ISIC 2017
86.68Accuracy
9