Multiple Instance Learning Classification on BRACS
75.78AccuracyTaxoMIL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TaxoMILEvaluation Scenario=Holistic2026.06 | 75.78 | 76.62 | 0.6974 | |
| ABMILEvaluation Scenario=Holistic2026.06 | 68.52 | 70.24 | 0.6159 | |
| ViLa-MILEvaluation Scenario=Holistic2026.06 | 68.52 | 68.55 | 0.613 | |
| CLAM-SBEvaluation Scenario=Holistic2026.06 | 66.67 | 66.6 | 0.5936 | |
| CAMPEvaluation Scenario=Holistic2026.06 | 66.67 | 67.26 | 0.5895 | |
| Chang et al.Evaluation Scenario=Holistic2026.06 | 64.81 | 64.29 | 0.5604 | |
| WSI-VQAEvaluation Scenario=Holistic2026.06 | 64.81 | 66.52 | 0.5696 | |
| MambaMILEvaluation Scenario=Holistic2026.06 | 62.96 | 63.21 | 0.5489 | |
| S4MILEvaluation Scenario=Holistic2026.06 | 61.11 | 60.64 | 0.5116 | |
| HMILEvaluation Scenario=Holistic2026.06 | 61.11 | 62.74 | 0.5255 | |
| HiClassEvaluation Scenario=Holistic2026.06 | 61.11 | 63.7 | 0.5333 | |
| TransMILEvaluation Scenario=Holistic2026.06 | 53.7 | 51.5 | 0.4318 | |
| SlideChatEvaluation Scenario=Holistic2026.06 | 51.85 | 42.84 | 0.388 |