RCC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| RCC classification | RCC @ Friction | SRE88.04 | 60 | |
| Multiple Instance Learning Classification | RCC | AUC0.986 | 44 | |
| Federated Learning Classification | RCC ALL (test) | SRE77.17 | 30 | |
| Classification | RCC (test) | AUPRC97.2 | 16 | |
| RCC classification | RCC Unevenness | SRE82.42 | 12 | |
| Slide-level Classification | RCC Slide-level (test) | Balanced Accuracy97.37 | 10 | |
| Domain Adaptation | RCC patch-level | Balanced Accuracy96.85 | 10 | |
| WSI Classification | NSCLC to RCC transfer (test) | AUC98.4 | 10 | |
| Material Classification | RCC | SRE84.16 | 9 | |
| Friction Classification | RCC | SRE78.92 | 9 | |
| RCC classification | RCC Material | SRE87.47 | 7 | |
| Peak Picking | RCC (full) | F1 (Threshold 0.3)48 | 5 | |
| Domain Adaptation | RCC patch-level (Unbalanced) | Balanced Accuracy94.4 | 2 | |
| Domain Adaptation | RCC patch-level (Gen) | Balanced Accuracy94.1 | 2 |
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