Rare Retinal Diagnosis on Rare-20 (test)
46.28AccuracyEvo-RAD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Evo-RADParams=116.4K2026.06 | 46.28 | 40.99 | 42.43 | |
| Evo-RADEvaluation protocol=Linear Probing2026.06 | 46.28 | 40.99 | 42.43 | |
| Static RetrievalParams=02026.06 | 42.72 | 35.13 | 36.64 | |
| BiomedCoOpParams=12.3K2026.06 | 42.72 | 36.89 | 37.05 | |
| RACParams=23.8K2026.06 | 39.48 | 35.39 | 40.06 | |
| Tip-AdapterParams=02026.06 | 37.86 | 24.45 | 27 | |
| XCoOpParams=12.3K2026.06 | 36.57 | 31.75 | 31.97 | |
| CLIP-AdapterParams=263K2026.06 | 35.4 | 23.39 | 26.95 | |
| DPCParams=24.6K2026.06 | 30.74 | 25.66 | 27.02 | |
| TDAParams=02026.06 | 30.1 | 25.73 | 30.08 | |
| CoOpParams=3K2026.06 | 29.13 | 25.31 | 27.52 | |
| EyeCLIPEvaluation protocol=Linear Probing2026.06 | 27.64 | 14.48 | 18.9 | |
| FLAIREvaluation protocol=Linear Probing2026.06 | 27.51 | 8.54 | 12.6 | |
| RetiZeroEvaluation protocol=Linear Probing2026.06 | 26.86 | 10.15 | 13.05 | |
| RetiZeroParams=0, Evaluation Mode=Zero-shot2026.06 | 25.24 | 26.37 | 29.35 | |
| RetiZeroEvaluation protocol=Zero-shot2026.06 | 25.24 | 26.37 | 29.35 | |
| EyeCLIPEvaluation protocol=Zero-shot2026.06 | 23.95 | 10.1 | 11.5 | |
| FLAIREvaluation protocol=Zero-shot2026.06 | 20.39 | 15.86 | 21.59 | |
| MedCLIPEvaluation protocol=Zero-shot2026.06 | 4.85 | 3.77 | 7.08 | |
| BiomedCLIPEvaluation protocol=Zero-shot2026.06 | 2.91 | 0.29 | 3.75 |