Whole Slide Image Classification on TCGA-BRCA
62.3AccuracyBatMIL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BatMIL2026.05 | 62.3 | 54.9 | 19.2 | |
| DTFD-MIL2026.05 | 61.2 | 52.7 | 25.5 | |
| ABMIL2026.05 | 60.7 | 60.7 | 25.3 | |
| MambaMIL2026.05 | 60.7 | 69.7 | 28.6 | |
| PathRWKV2025.03 | 60.11 | 64.35 | 30.4 | |
| TransMIL2025.03 | 59.84 | 61.47 | 26.57 | |
| CLAM2025.03 | 59.39 | 63.1 | 30 | |
| DSMIL2025.03 | 59.39 | 64.32 | 30.04 | |
| S4MIL2025.03 | 59.39 | 63.71 | 29.59 | |
| ABMIL2025.03 | 59.3 | 63.42 | 27.54 | |
| DTFD-MIL2025.03 | 59.3 | 64.18 | 28.64 | |
| GigaPath2025.03 | 59.3 | 64.12 | 29.41 | |
| MamMIL2025.03 | 59.3 | 59.84 | 28.73 | |
| MambaMIL2025.03 | 59.3 | 59.67 | 25.88 | |
| SlideAve2025.03 | 59.2 | 61.14 | 25.82 | |
| PatchGCN2026.05 | 58.5 | 48.6 | 19.2 | |
| MamMIL2026.05 | 57.9 | 55 | 20.6 | |
| CLAM2026.05 | 57.4 | 56.4 | 25.4 | |
| S4MIL2026.05 | 57.4 | 57.7 | 33.7 | |
| PathRWKV2026.05 | 56.2 | 49.2 | 30.4 | |
| SlideMax2025.03 | 55.19 | 56.97 | 26.09 | |
| TransMIL2026.05 | 53.6 | 60.9 | 27.5 | |
| DSMIL2026.05 | 51.9 | 61.9 | 28.4 | |
| ZoomMIL2026.05 | 51.9 | 45.5 | 21.9 | |
| HiGT2026.05 | 51.4 | 45.5 | 19.2 | |
| GigaPath2026.05 | 44.3 | 56 | 22.6 |