PatchCamelyon
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Classification | PatchCamelyon (test) | Accuracy90.31 | 28 | |
| Tile-level classification | PatchCamelyon | F196.1 | 24 | |
| Image Classification | PatchCamelyon | Accuracy91.5 | 22 | |
| Binary few-shot classification | PatchCamelyon | Accuracy (Few-Shot)76.4 | 15 | |
| Classification | PatchCamelyon (PCAM) | Robust Accuracy52.85 | 10 | |
| Out-of-distribution Detection | PatchCamelyon (PCAM) (test) | FPR4.33 | 5 | |
| Binary Classification | PatchCamelyon 32-shot (test) | Accuracy79.1 | 5 | |
| Binary Classification | PatchCamelyon 16-shot (test) | Accuracy75.8 | 5 | |
| Binary Classification | PatchCamelyon 4-shot (test) | Accuracy0.678 | 5 | |
| Medical Image Classification | PatchCamelyon 1% imratio (test) | AUC88.96 | 4 |
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