Whole Slide Image Classification on TCGA-BLCA
99.7AUROCBatMIL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BatMIL2026.05 | 99.7 | 97.7 | 89.1 | |
| DTFD-MIL2026.05 | 99.4 | 95.4 | 84.5 | |
| PathRWKV2026.05 | 99.1 | 97.7 | 83.1 | |
| CLAM2026.05 | 98.6 | 94.3 | 79.2 | |
| TransMIL2026.05 | 98.5 | 94.3 | 81.8 | |
| ABMIL2026.05 | 98.3 | 93.2 | 73.2 | |
| GigaPath2026.05 | 97.7 | 94.3 | 79.2 | |
| S4MIL2026.05 | 94.2 | 92.1 | 66.1 | |
| MamMIL2026.05 | 93.8 | 91.1 | 66.6 | |
| ZoomMIL2026.05 | 92.2 | 97.7 | 73.1 | |
| PatchGCN2026.05 | 91.8 | 96.6 | 66.7 | |
| HiGT2026.05 | 91.3 | 95.5 | 65.9 | |
| MambaMIL2026.05 | 90.4 | 94.3 | 79.2 | |
| DSMIL2026.05 | 83.9 | 90.9 | 57.6 |