Fed-ISIC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Medical Image Classification | Fed-ISIC (Round 5) | Balanced Accuracy68.46 | 19 | |
| Medical Image Classification | Fed-ISIC Round 2 | BMA65.18 | 19 | |
| Federated Image Classification | Fed-ISIC 2019 | PA79.27 | 11 | |
| Medical Image Classification | Fed-ISIC Low-Quality Data | Balanced Accuracy26.9 | 8 | |
| Medical Image Classification | Fed-ISIC Regular | Balanced Accuracy30.2 | 8 |
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