Classification on RIM-ONE
97.05AUCMGLL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MGLLEvaluation protocol=Fully Fine-tune2025.11 | 97.05 | 89.73 | 94.97 | |
| FLAIREvaluation protocol=Fully Fine-tune2025.11 | 94.93 | 88.36 | 92.41 | |
| MGLLEvaluation protocol=Linear Probe2025.11 | 94.39 | 87.67 | 86.68 | |
| RETFoundEvaluation protocol=Fully Fine-tune2025.11 | 94.22 | 86.99 | 90.35 | |
| RET-CLIPEvaluation protocol=Fully Fine-tune2025.11 | 92.58 | 86.3 | 89.19 | |
| VisionFMEvaluation protocol=Fully Fine-tune2025.11 | 91.27 | 84.93 | 87.21 | |
| KgCoOpEvaluation protocol=Fully Fine-tune2025.11 | 90.39 | 84.25 | 85.88 | |
| KeepFITEvaluation protocol=Fully Fine-tune2025.11 | 89.91 | 83.56 | 85.22 | |
| RETFoundEvaluation protocol=Linear Probe2025.11 | 89.79 | 83.56 | 83.92 | |
| CLIPEvaluation protocol=Fully Fine-tune2025.11 | 88.38 | 82.88 | 84 | |
| RET-CLIPEvaluation protocol=Linear Probe2025.11 | 84.42 | 82.19 | 79.85 | |
| UniMed-CLIPEvaluation protocol=Fully Fine-tune2025.11 | 83.37 | 81.51 | 78.14 | |
| FLAIREvaluation protocol=Linear Probe2025.11 | 81.83 | 79.45 | 70.14 | |
| KgCoOpEvaluation protocol=Linear Probe2025.11 | 74.34 | 73.97 | 63.45 | |
| VisionFMEvaluation protocol=Linear Probe2025.11 | 72.97 | 72.6 | 61.86 | |
| UniMed-CLIPEvaluation protocol=Linear Probe2025.11 | 69.87 | 70.55 | 58.43 | |
| KeepFITEvaluation protocol=Linear Probe2025.11 | 67.35 | 67.81 | 55.24 | |
| CLIPEvaluation protocol=Linear Probe2025.11 | 65.96 | 66.44 | 54.11 |