ISIC
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ISIC (test)
0.049MAE
6
ISIC 100% labels 2019 (test)
58.19Balanced Acc
6
ISIC 10% labels 2019 (test)
43.95Balanced Accuracy
6
ISIC 1% labels 2019 (test)
39.73Balanced Acc
6
ISIC 2019
120.43LI
6
ISIC 8
89.7F1 Score
6
ISIC CDFSL (test)
48.11Accuracy (5-way 5-shot)
6
ISIC 2019 (test)
0.906AUC
5
ISIC 2016
91.1Dice
5
ISIC 2018 (val)
94.27Dice Coefficient
4
ISIC 2024 Challenge (test)
94.32F1 Score
4
ISIC 2017
88.4DSC
4
ISIC Kaggle Challenge 2024 (Private)
0.173pAUC
4
ISIC Kaggle Challenge 2024
0.188pAUC
4
ISIC OOD (test)
0.82C1 Score
4
ISIC 2019
85.43BA
4
ISIC (train)
93Sensitivity
3
ISIC educational data (val)
97Accuracy
3
ISIC Dermatology 2017
86.68Accuracy
3
ISIC Dermatology 2016
87.88Accuracy (ACC)
3
ISIC
67.8MEL
3
ISIC (80/20)
87Accuracy
3
ISIC
86F1 Score
3
ISIC 2016
90.86Accuracy
3
ISIC (test)
71.1mIoU
3