Classification on OIA-DDR
88.85AUCMGLL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MGLLEvaluation Protocol=Fully Fine-tune2025.11 | 88.85 | 73.13 | 56.67 | |
| MGLLEvaluation Protocol=Linear Probe2025.11 | 86.28 | 72.09 | 50.92 | |
| RETFoundEvaluation Protocol=Fully Fine-tune2025.11 | 85.96 | 72.12 | 52.21 | |
| FLAIREvaluation Protocol=Fully Fine-tune2025.11 | 85.54 | 70.63 | 50.27 | |
| CLIPEvaluation Protocol=Fully Fine-tune2025.11 | 85.29 | 71.75 | 49.91 | |
| VisionFMEvaluation Protocol=Fully Fine-tune2025.11 | 84.25 | 69.46 | 48.77 | |
| RET-CLIPEvaluation Protocol=Fully Fine-tune2025.11 | 83.68 | 68.82 | 48.05 | |
| FLAIREvaluation Protocol=Linear Probe2025.11 | 82.48 | 63.36 | 48.09 | |
| UniMed-CLIPEvaluation Protocol=Fully Fine-tune2025.11 | 81.23 | 66.69 | 46.88 | |
| RETFoundEvaluation Protocol=Linear Probe2025.11 | 80.77 | 61.13 | 46.94 | |
| KgCoOpEvaluation Protocol=Fully Fine-tune2025.11 | 80.39 | 65.47 | 45.92 | |
| KeepFITEvaluation Protocol=Fully Fine-tune2025.11 | 79.42 | 64.03 | 44.53 | |
| VisionFMEvaluation Protocol=Linear Probe2025.11 | 78.85 | 59.35 | 44.27 | |
| RET-CLIPEvaluation Protocol=Linear Probe2025.11 | 77.43 | 58.18 | 43.31 | |
| UniMed-CLIPEvaluation Protocol=Linear Probe2025.11 | 74.67 | 56.19 | 40.18 | |
| CLIPEvaluation Protocol=Linear Probe2025.11 | 73.3 | 55.41 | 39.21 | |
| KeepFITEvaluation Protocol=Linear Probe2025.11 | 72.68 | 54.46 | 38.72 | |
| KgCoOpEvaluation Protocol=Linear Probe2025.11 | 72.09 | 53.68 | 37.87 |