Classification on BUS-BRA (5-fold cross-validation)
94.2AUROCMedCBR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MedCBR2026.03 | 94.2 | 89 | |
| CLIP ViT-L/14Backbone=ViT-L/142026.03 | 93.5 | 88.1 | |
| CLIP CBM2026.03 | 91.8 | 86.4 | |
| SigLIPBackbone=ViT-B/162026.03 | 90.8 | 85 | |
| CLIP ViT-B/32Backbone=ViT-B/322026.03 | 90.1 | 83.1 | |
| BiomedCLIP2026.03 | 89 | 82.1 | |
| AdaCBM2026.03 | 87.9 | 80.5 | |
| CLIP RN50Backbone=RN502026.03 | 87.4 | 80.9 | |
| P-CBMh2026.03 | 87 | 75 | |
| CBM2026.03 | 84.8 | 79.1 | |
| P-CBM2026.03 | 80.1 | 73.9 | |
| Label-free CBM2026.03 | 60 | 59.1 |