WSI Classification on BRACS Coarse-level
90.74AccuracyTaxoMIL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TaxoMILGranularity=Coarse-level2026.06 | 90.74 | 90.89 | 0.8438 | |
| S4MILGranularity=Coarse-level2026.06 | 88.89 | 88.78 | 0.8099 | |
| Chang et al.Granularity=Coarse-level2026.06 | 88.89 | 88.98 | 0.8121 | |
| ABMILGranularity=Coarse-level2026.06 | 87.04 | 86.76 | 0.7771 | |
| ViLa-MILGranularity=Coarse-level2026.06 | 87.04 | 87.76 | 0.7862 | |
| CAMPGranularity=Coarse-level2026.06 | 87.04 | 87.76 | 0.7862 | |
| CLAM-SBGranularity=Coarse-level2026.06 | 85.19 | 84.44 | 0.741 | |
| HMILGranularity=Coarse-level2026.06 | 85.19 | 84.95 | 0.7435 | |
| TransMILGranularity=Coarse-level2026.06 | 83.33 | 84.35 | 0.7276 | |
| MambaMILGranularity=Coarse-level2026.06 | 83.33 | 84.9 | 0.737 | |
| HiClassGranularity=Coarse-level2026.06 | 81.48 | 83.78 | 0.7072 | |
| WSI-VQAGranularity=Coarse-level2026.06 | 81.48 | 82.36 | 0.6917 | |
| SlideChatGranularity=Coarse-level2026.06 | 75.93 | 73.93 | 0.572 |