Whole Slide Image Classification on PANDA
79.8AccuracyBatMIL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| BatMIL2026.05 | 79.8 | 96 | 74.8 | |
| PathRWKV2026.05 | 77.6 | 94.7 | 72.6 | |
| CLAM2026.05 | 77.4 | 94.7 | 72.1 | |
| ABMIL2026.05 | 76.8 | 94.6 | 71.1 | |
| PathRWKV2025.03 | 76.45 | 94.89 | 70.81 | |
| DSMIL2025.03 | 76.39 | 94.2 | 70.12 | |
| DSMIL2026.05 | 76.3 | 94.2 | 70.1 | |
| DTFD-MIL2026.05 | 76.2 | 94.4 | 70.5 | |
| ABMIL2025.03 | 76.06 | 94.71 | 70.3 | |
| MambaMIL2025.03 | 75.99 | 94.3 | 70.56 | |
| CLAM2025.03 | 75.97 | 94.74 | 69.9 | |
| S4MIL2025.03 | 75.93 | 94.07 | 70.7 | |
| S4MIL2026.05 | 75.9 | 94 | 70.7 | |
| TransMIL2025.03 | 75.79 | 93.87 | 69.02 | |
| MamMIL2025.03 | 75.7 | 94.81 | 69.94 | |
| MamMIL2026.05 | 75.7 | 94.8 | 69.9 | |
| DTFD-MIL2025.03 | 75.53 | 93.93 | 70.03 | |
| GigaPath2026.05 | 75.2 | 94 | 69.2 | |
| ZoomMIL2026.05 | 74.9 | 94.4 | 71.1 | |
| PatchGCN2026.05 | 74.4 | 94.2 | 70.5 | |
| HiGT2026.05 | 74.1 | 94 | 70.5 | |
| TransMIL2026.05 | 73.9 | 93.6 | 67.2 | |
| GigaPath2025.03 | 73.58 | 93.67 | 68.06 | |
| SlideAve2025.03 | 63.92 | 89.53 | 60.76 | |
| SlideMax2025.03 | 62.74 | 88.54 | 55.94 |