Diabetic Macular Edema detection on IDRiD DME
86.17AUCMGLL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MGLLEvaluation Protocol=Fully Fine-tune2025.11 | 86.17 | 80.58 | 67.8 | |
| MGLLEvaluation Protocol=Linear Probe2025.11 | 78.41 | 79.61 | 64.72 | |
| VisionFMEvaluation Protocol=Fully Fine-tune2025.11 | 77.95 | 79.61 | 62.23 | |
| VisionFMEvaluation Protocol=Linear Probe2025.11 | 73.53 | 78.64 | 59.98 | |
| CLIPEvaluation Protocol=Fully Fine-tune2025.11 | 73.34 | 76.7 | 57.87 | |
| CLIPEvaluation Protocol=Linear Probe2025.11 | 71.81 | 77.67 | 56.67 | |
| UniMed-CLIPEvaluation Protocol=Fully Fine-tune2025.11 | 71.81 | 75.73 | 56.85 | |
| UniMed-CLIPEvaluation Protocol=Linear Probe2025.11 | 70.59 | 74.76 | 56.04 | |
| RET-CLIPEvaluation Protocol=Fully Fine-tune2025.11 | 70.14 | 73.79 | 55.75 | |
| RETFoundEvaluation Protocol=Fully Fine-tune2025.11 | 69.26 | 72.82 | 55.39 | |
| KeepFITEvaluation Protocol=Fully Fine-tune2025.11 | 69.03 | 71.84 | 54.97 | |
| KeepFITEvaluation Protocol=Linear Probe2025.11 | 68.71 | 70.87 | 54.76 | |
| RETFoundEvaluation Protocol=Linear Probe2025.11 | 65.92 | 69.9 | 52.05 | |
| FLAIREvaluation Protocol=Fully Fine-tune2025.11 | 64.52 | 68.93 | 51.83 | |
| RET-CLIPEvaluation Protocol=Linear Probe2025.11 | 64.13 | 67.96 | 51.28 | |
| FLAIREvaluation Protocol=Linear Probe2025.11 | 62.85 | 66.99 | 50.31 | |
| KgCoOpEvaluation Protocol=Fully Fine-tune2025.11 | 62.78 | 66.02 | 50.11 | |
| KgCoOpEvaluation Protocol=Linear Probe2025.11 | 60.33 | 65.05 | 48.86 |