PBC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Survival Analysis | PBC | C-index0.993 | 26 | |
| Survival Analysis | PBC (test) | IBS (Primary)0.0898 | 18 | |
| Pathological Image Classification | PBC | Accuracy99.56 | 12 | |
| WBC type classification | PBC (in-domain) | F1 Score99.78 | 12 | |
| Survival analysis | PBC (train) | C-index0.8407 | 9 | |
| Concept Classification | PBC (WBC) | F1 Score91.92 | 8 | |
| Image Classification | PBC | Accuracy94 | 7 | |
| Diagnosis Classification | PBC WBC | Accuracy0.9976 | 7 | |
| SGOT prediction | PBC (test) | MSE0.13 | 6 | |
| Bilirubin prediction | PBC (test) | MSE0.372 | 6 | |
| Alkaline Phosphatase prediction | PBC (test) | MSE0.167 | 6 | |
| Survival Subtype Discovery | PBC | LogRank Statistic316.42 | 6 | |
| Cell classification | PBC | Macro F199.7 | 4 | |
| Patch-level evaluation | PBC dataset | AP99.93 | 3 | |
| Survival Analysis | pbc3 | C-index80.98 | 2 | |
| Region-level evaluation | PBC datasets | ARI83.86 | 2 |
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