Classification on RFMiD (test)
92.83AUCMGLL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MGLLEvaluation Protocol=Fully Fine-tune2025.11 | 92.83 | 95.48 | 64.99 | |
| RET-CLIPEvaluation Protocol=Fully Fine-tune2025.11 | 86.12 | 93.92 | 51.27 | |
| RETFoundEvaluation Protocol=Fully Fine-tune2025.11 | 84.62 | 93.48 | 50.21 | |
| VisionFMEvaluation Protocol=Fully Fine-tune2025.11 | 82.78 | 93.17 | 48.92 | |
| KeepFITEvaluation Protocol=Fully Fine-tune2025.11 | 81.52 | 93.09 | 42.39 | |
| MGLLEvaluation Protocol=Linear Probe2025.11 | 79.62 | 92.84 | 34.08 | |
| FLAIREvaluation Protocol=Fully Fine-tune2025.11 | 75.43 | 92.62 | 23.24 | |
| UniMed-CLIPEvaluation Protocol=Fully Fine-tune2025.11 | 72.59 | 92.57 | 22.54 | |
| KgCoOpEvaluation Protocol=Fully Fine-tune2025.11 | 70.36 | 92.28 | 21.49 | |
| CLIPEvaluation Protocol=Fully Fine-tune2025.11 | 65.1 | 92.86 | 17.31 | |
| VisionFMEvaluation Protocol=Linear Probe2025.11 | 63.38 | 92.59 | 17.84 | |
| RETFoundEvaluation Protocol=Linear Probe2025.11 | 60.16 | 92.55 | 16.37 | |
| RET-CLIPEvaluation Protocol=Linear Probe2025.11 | 58.94 | 92.46 | 16.02 | |
| FLAIREvaluation Protocol=Linear Probe2025.11 | 56.11 | 92.38 | 14.85 | |
| UniMed-CLIPEvaluation Protocol=Linear Probe2025.11 | 53.44 | 92.25 | 13.68 | |
| KeepFITEvaluation Protocol=Linear Probe2025.11 | 51.48 | 92.19 | 10.24 | |
| KgCoOpEvaluation Protocol=Linear Probe2025.11 | 50.82 | 92.21 | 7.96 | |
| CLIPEvaluation Protocol=Linear Probe2025.11 | 44.66 | 92.53 | 7.28 |