DermaMNIST
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Classification | DermaMNIST (test) | L1 ECEKDE0.366 | 32 | |
| Image Classification | DermaMNIST | Accuracy80.21 | 23 | |
| Calibration | DermaMNIST (test) | Brier Score2.32 | 19 | |
| Medical Image Classification | DermaMNIST | AUC92 | 12 | |
| Image Classification | DermaMNIST (val) | Accuracy79.26 | 12 | |
| Medical Image Classification | DermaMNIST v2 (test) | AUCOC91.35 | 11 | |
| Classification | DermaMNIST Linear Evaluation 100% ratio | Accuracy85.14 | 7 | |
| Classification | DermaMNIST 10% ratio Linear Evaluation | Accuracy79.1 | 7 | |
| Classification | DermaMNIST Linear Evaluation 1% ratio | Accuracy70.87 | 7 | |
| Multi-Instance Learning Classification | DermaMNIST v2 (test) | Metric- | 0 |
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