Base-to-New Generalization on MedMNIST+ Base-to-New v2
57.84Base AccuracyBioVLM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BioVLM2026.04 | 57.84 | 46.86 | 51.77 | |
| BioVLM2026.04 | 52.83 | 83.87 | 64.83 | |
| PromptSRC2026.04 | 43.49 | 45.35 | 44.4 | |
| MaPLe2026.04 | 43.42 | 44.67 | 44.04 | |
| TCP2026.04 | 43.03 | 44.39 | 43.7 | |
| KgCoOp2026.04 | 42.65 | 44.86 | 43.73 | |
| CoOp2026.04 | 42.32 | 44.97 | 43.6 | |
| CoCoOp2026.04 | 41.62 | 42.2 | 41.91 | |
| BiomedCoOp2026.04 | 40.01 | 45.4 | 42.54 | |
| BioMedCLIP2026.04 | 36.45 | 43.49 | 39.66 | |
| ProGrad2026.04 | 36.16 | 82.63 | 50.31 | |
| ProGrad2026.04 | 35.9 | 44.54 | 39.76 | |
| KgCoOp2026.04 | 35.6 | 83.6 | 49.93 | |
| PromptSRC2026.04 | 34.15 | 83.12 | 48.41 | |
| CoOp2026.04 | 34.06 | 83.76 | 48.43 | |
| CoCoOp2026.04 | 32.85 | 82.93 | 47.06 | |
| MaPLe2026.04 | 30.58 | 82.59 | 44.63 | |
| TCP2026.04 | 29.6 | 82.32 | 43.54 | |
| BiomedCoOp2026.04 | 28.23 | 81.17 | 41.89 | |
| BioMedCLIP2026.04 | 26.7 | 62.08 | 37.34 |