Classification on EMBED
90.4AUCMedSigLIP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MedSigLIPTraining Data=Original2026.03 | 90.4 | 84.1 | 69.8 | |
| MedSigLIPTraining Data=Combined2026.03 | 90.4 | 83.5 | 72.8 | |
| DINOv2Training Data=Combined2026.03 | 90 | 84.1 | 66.3 | |
| DINOv2Training Data=Original2026.03 | 89.6 | 83.3 | 65.7 | |
| MedSigLIPTraining Data=Synthetic2026.03 | 77.4 | 69.8 | 38.4 | |
| DINOv2Training Data=Synthetic2026.03 | 76.7 | 69.9 | 32.2 |