Medical Image Classification on MIDRC-XR Portable
99.75AUCMGLL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MGLLEvaluation Protocol=Fully Fine-tune2025.11 | 99.75 | 98.8 | 89.87 | |
| FG-CLIPEvaluation Protocol=Fully Fine-tune2025.11 | 96.93 | 95.74 | 87.42 | |
| MRMEvaluation Protocol=Fully Fine-tune2025.11 | 96.52 | 95.07 | 86.95 | |
| UniChestEvaluation Protocol=Fully Fine-tune2025.11 | 95.44 | 94.32 | 86.38 | |
| UniMed-CLIPEvaluation Protocol=Fully Fine-tune2025.11 | 94.31 | 93.55 | 86.19 | |
| KADEvaluation Protocol=Fully Fine-tune2025.11 | 93.41 | 92.98 | 85.96 | |
| CARZeroEvaluation Protocol=Fully Fine-tune2025.11 | 92.94 | 92.66 | 85.67 | |
| CheXzeroEvaluation Protocol=Fully Fine-tune2025.11 | 92.47 | 92.42 | 85.23 | |
| CLIPEvaluation Protocol=Fully Fine-tune2025.11 | 91.83 | 90.08 | 83.94 | |
| MGLLEvaluation Protocol=Linear Probe2025.11 | 83.86 | 89.06 | 30.62 | |
| FG-CLIPEvaluation Protocol=Linear Probe2025.11 | 80.31 | 86.77 | 28.27 | |
| UniMed-CLIPEvaluation Protocol=Linear Probe2025.11 | 80.05 | 86.63 | 28.16 | |
| MRMEvaluation Protocol=Linear Probe2025.11 | 79.38 | 86.05 | 27.72 | |
| UniChestEvaluation Protocol=Linear Probe2025.11 | 78.49 | 85.28 | 27.37 | |
| CARZeroEvaluation Protocol=Linear Probe2025.11 | 75.24 | 82.67 | 25.65 | |
| KADEvaluation Protocol=Linear Probe2025.11 | 73.53 | 80.71 | 23.88 | |
| CheXzeroEvaluation Protocol=Linear Probe2025.11 | 72.84 | 80.13 | 23.56 | |
| CLIPEvaluation Protocol=Linear Probe2025.11 | 71.43 | 78.22 | 22.31 |