ISIC
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ISIC 2016
86.39Accuracy
9
ISIC (test)
97.8AUC
9
ISIC 17
82.57mIoU
9
ISIC 2018 (test)
90.15I-AUROC
9
ISIC-4 (test)
90.32Accuracy
9
ISIC 2024
98.61Accuracy
8
ISIC (test)
95.4Sensitivity
8
ISIC 2019 (test)
58.4MEL Accuracy
8
ISIC (test)
93.4Accuracy (CP)
8
ISIC 50-shot (test)
60.59Accuracy
8
ISIC
47.34Accuracy (5-way 5-shot)
8
ISIC
49.68Accuracy (5-way, 5-shot)
8
ISIC 2018
0.917AUC
7
ISIC Official 256 2018
88.72Dice
7
ISIC
93.8P-AUROC
7
ISIC
91.3P-AUROC
7
ISIC Task2 2019
52.71Accuracy
7
ISIC Task1 2019
66.54ACC
7
ISIC R2=80% 2018 (test)
76.4Precision
6
ISIC R=80% 2018 (test)
81.3Precision
6
ISIC 2018 (val)
89.11Validation Accuracy
6
ISIC 2019
72.88Accuracy
6
ISIC Average 2019 (test)
87.23AUROC
6
ISIC FarOOD 2019 (test)
100AUROC
6
ISIC Corruptions 2019 (test)
96.39AUROC
6