Rare Retinal Diagnosis on Retina-31 (test)
65.33AccuracyEvo-RAD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Evo-RADParams=116.4K2026.06 | 65.33 | 51.45 | 49.53 | |
| Evo-RADEvaluation protocol=Linear Probing2026.06 | 65.33 | 51.45 | 49.53 | |
| Static RetrievalParams=02026.06 | 60.41 | 43.93 | 41.21 | |
| FLAIREvaluation protocol=Linear Probing2026.06 | 55.16 | 22.81 | 24.79 | |
| RACParams=23.8K2026.06 | 51.81 | 36.71 | 45.6 | |
| BiomedCoOpParams=12.3K2026.06 | 46.2 | 26.03 | 25.58 | |
| XCoOpParams=12.3K2026.06 | 44.28 | 25.53 | 25.08 | |
| FLAIREvaluation protocol=Zero-shot2026.06 | 39 | 24.15 | 31.08 | |
| RetiZeroEvaluation protocol=Linear Probing2026.06 | 36.62 | 13.86 | 15.56 | |
| DPCParams=24.6K2026.06 | 34.77 | 19.79 | 19.32 | |
| EyeCLIPEvaluation protocol=Linear Probing2026.06 | 30.49 | 17.28 | 19.15 | |
| Tip-AdapterParams=02026.06 | 22.97 | 15.57 | 19.12 | |
| EyeCLIPEvaluation protocol=Zero-shot2026.06 | 21.6 | 12.79 | 13.13 | |
| CoOpParams=3K2026.06 | 20.95 | 15.34 | 17.44 | |
| CLIP-AdapterParams=263K2026.06 | 20.7 | 14.44 | 18.71 | |
| TDAParams=02026.06 | 15.62 | 14.33 | 20.72 | |
| RetiZeroParams=0, Evaluation Mode=Zero-shot2026.06 | 11.53 | 12.86 | 19.34 | |
| RetiZeroEvaluation protocol=Zero-shot2026.06 | 11.53 | 12.86 | 19.34 | |
| MedCLIPEvaluation protocol=Zero-shot2026.06 | 1.08 | 0.65 | 3.58 | |
| BiomedCLIPEvaluation protocol=Zero-shot2026.06 | 0.39 | 0.1 | 2.49 |