Diabetic Retinopathy Detection on IDRiD DR
82.57AUCMGLL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MGLLEvaluation Protocol=Fully Fine-tune2025.11 | 82.57 | 60.19 | 54.3 | |
| UniMed-CLIPEvaluation Protocol=Fully Fine-tune2025.11 | 80.72 | 58.25 | 52.84 | |
| MGLLEvaluation Protocol=Linear Probe2025.11 | 80.28 | 58.25 | 51.19 | |
| VisionFMEvaluation Protocol=Fully Fine-tune2025.11 | 79.95 | 57.28 | 51.38 | |
| RET-CLIPEvaluation Protocol=Fully Fine-tune2025.11 | 79.32 | 56.31 | 49.42 | |
| FLAIREvaluation Protocol=Fully Fine-tune2025.11 | 78.82 | 55.34 | 48.54 | |
| RET-CLIPEvaluation Protocol=Linear Probe2025.11 | 78.18 | 52.43 | 47.42 | |
| RETFoundEvaluation Protocol=Fully Fine-tune2025.11 | 78.14 | 53.4 | 47.05 | |
| VisionFMEvaluation Protocol=Linear Probe2025.11 | 77.52 | 51.46 | 46.22 | |
| UniMed-CLIPEvaluation Protocol=Linear Probe2025.11 | 77.39 | 49.51 | 45.75 | |
| KeepFITEvaluation Protocol=Fully Fine-tune2025.11 | 77.13 | 48.54 | 45.32 | |
| KgCoOpEvaluation Protocol=Fully Fine-tune2025.11 | 76.81 | 46.6 | 44.86 | |
| CLIPEvaluation Protocol=Fully Fine-tune2025.11 | 76.74 | 44.66 | 44.01 | |
| FLAIREvaluation Protocol=Linear Probe2025.11 | 74.62 | 45.63 | 39.16 | |
| RETFoundEvaluation Protocol=Linear Probe2025.11 | 73.51 | 43.69 | 37.48 | |
| KgCoOpEvaluation Protocol=Linear Probe2025.11 | 72.34 | 40.78 | 36.29 | |
| KeepFITEvaluation Protocol=Linear Probe2025.11 | 71.81 | 37.86 | 35.37 | |
| CLIPEvaluation Protocol=Linear Probe2025.11 | 70.83 | 35.92 | 34.44 |