Patho-Bench
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Slide-level Pathology Prediction | Patho-Bench | BC Therapy ER Status0.763 | 7 | |
| General Histopathology Performance | Patho-Bench Overall 1.0 (test) | Prediction Average60.3 | 5 | |
| Treatment Response Prediction | Patho-Bench Treatment Response 1.0 (test) | ER Status (Macro OvR AUC)76.4 | 5 | |
| Survival Prediction | Patho-Bench Survival 1.0 (test) | Ovary C-Index51.7 | 5 | |
| Morphology Prediction | Patho-Bench Morphology 1.0 (test) | TME Immune Class (BRCA) BA59.3 | 5 | |
| Molecular Prediction | Patho-Bench Molecular 1.0 (test) | TP53 Mutation AUC (BRCA)83.6 | 5 |
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