PCAM
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Classification | PCAM | Top-1 Acc95.9 | 77 | |
| Image Classification | PCAM | Robust Accuracy48.88 | 40 | |
| Classification | PCAM | Clean Accuracy59.7 | 39 | |
| Image Classification | PCam (test) | Accuracy90.76 | 20 | |
| Tile-level classification | PCam (test) | AUC0.975 | 19 | |
| Image Classification | PCAM | Clean Accuracy58.26 | 16 | |
| Patch-level classification | Pcam | Balanced Accuracy95.1 | 11 | |
| Zero-shot Classification | PCAM | Top-1 Clean Acc54.6 | 10 | |
| Image Classification | PCAM random 500 (test) | Accuracy13.6 | 7 | |
| Tile-level classification | PCAM | Balanced Accuracy94.4 | 6 | |
| Image Classification | PCAM | Balanced Accuracy87.36 | 6 | |
| RoI-level classification | PCAM | bACC91.1 | 5 | |
| OOD detection | PCAM | FPR (%)3.1 | 3 |
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