Medical Image Classification on MIDRC-XR
99.08AUCMGLL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MGLLEvaluation Protocol=Fully Fine-tune2025.11 | 99.08 | 90.06 | 73.33 | |
| UniMed-CLIPEvaluation Protocol=Fully Fine-tune2025.11 | 94.15 | 87.47 | 68.49 | |
| CARZeroEvaluation Protocol=Fully Fine-tune2025.11 | 93.48 | 86.94 | 67.62 | |
| FG-CLIPEvaluation Protocol=Fully Fine-tune2025.11 | 93.29 | 86.71 | 67.44 | |
| UniChestEvaluation Protocol=Fully Fine-tune2025.11 | 92.51 | 86.32 | 66.93 | |
| MRMEvaluation Protocol=Fully Fine-tune2025.11 | 90.67 | 83.95 | 64.76 | |
| CLIPEvaluation Protocol=Fully Fine-tune2025.11 | 88.52 | 80.83 | 62.04 | |
| KADEvaluation Protocol=Fully Fine-tune2025.11 | 85.74 | 78.39 | 60.12 | |
| CheXzeroEvaluation Protocol=Fully Fine-tune2025.11 | 80.11 | 73.26 | 55.46 | |
| MGLLEvaluation Protocol=Linear Probe2025.11 | 61.25 | 56.57 | 21.19 | |
| UniChestEvaluation Protocol=Linear Probe2025.11 | 59.02 | 54.78 | 19.32 | |
| FG-CLIPEvaluation Protocol=Linear Probe2025.11 | 58.31 | 54.59 | 19.03 | |
| CARZeroEvaluation Protocol=Linear Probe2025.11 | 57.92 | 54.43 | 18.79 | |
| UniMed-CLIPEvaluation Protocol=Linear Probe2025.11 | 57.33 | 54.07 | 18.06 | |
| MRMEvaluation Protocol=Linear Probe2025.11 | 56.23 | 53.61 | 17.73 | |
| CLIPEvaluation Protocol=Linear Probe2025.11 | 54.72 | 51.18 | 16.62 | |
| KADEvaluation Protocol=Linear Probe2025.11 | 53.44 | 47.13 | 14.86 | |
| CheXzeroEvaluation Protocol=Linear Probe2025.11 | 51.31 | 43.85 | 12.71 |