Classification on CBIS-DDSM (5-fold cross-validation)
84AUROCMedCBR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MedCBR2026.03 | 84 | 76.4 | |
| CLIP ViT-L/14Backbone=ViT-L/142026.03 | 82.4 | 75.5 | |
| SigLIPBackbone=ViT-B/162026.03 | 82.3 | 74.6 | |
| CLIP CBM2026.03 | 81.8 | 75.8 | |
| CLIP ViT-B/32Backbone=ViT-B/322026.03 | 79.8 | 72.3 | |
| CBM2026.03 | 79.6 | 73.3 | |
| BiomedCLIP2026.03 | 77.9 | 71.1 | |
| P-CBMh2026.03 | 77.2 | 69.3 | |
| AdaCBM2026.03 | 75.6 | 68.9 | |
| CLIP RN50Backbone=RN502026.03 | 73.3 | 67.7 | |
| P-CBM2026.03 | 72.7 | 67 | |
| Label-free CBM2026.03 | 70 | 65.3 |