HAM10000
Benchmarks
TaskDatasetSOTA resultTrendResults
HAM10000
84.48Mean Accuracy
6
HAM10000 v1 (test)
51.56FID
6
HAM10000 OOD
86SAC
6
HAM10000 47 (test)
78.8mIoU
5
HAM10000 (lesion-level splitting)
80.6MIA Accuracy
4
HAM10000
19.56Gender Accuracy (ES)
4
HAM10000 1,000-image subset 1.0
78.5Accuracy
4
HAM10000
1EE
4
HAM10000
79.37Accuracy
4
HAM10000 (val)
100Accuracy
3
HAM10000 100 expert re-annotated images
0.691Kappa
3
HAM10000 100 expert re-annotated images
73.91IoU (con)
3
HAM10000
0.18Energy (J/sample) Lite
3
HAM10000
85Accuracy (%)
3
HAM10000
57Concept Coverage
2