Medical Image Classification on COVIDx CXR-4 (test)
76.37AUCMedBridge
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MedBridgeMixture-of-Experts (MoE)=true2025.05 | 76.37 | 75.47 | 70.51 | |
| MedBridgeMixture-of-Experts (MoE)=false2025.05 | 73.81 | 73.22 | 67.44 | |
| MMRL2025.05 | 66.9 | 67.92 | 55.88 | |
| MMA2025.05 | 65.06 | 67.62 | 53.2 | |
| CLIP-LoRA2025.05 | 62.15 | 67.69 | 53.53 | |
| CLIPEvaluation Protocol=fine-tune2025.05 | 59.6 | 69.41 | 57.98 | |
| CLIP-Adapter2025.05 | 58.87 | 66.69 | 50.09 | |
| Linear Probing2025.05 | 58.31 | 66.91 | 51.27 | |
| KgCoOp2025.05 | 57.1 | 66.83 | 50.85 | |
| CoOp2025.05 | 56.89 | 66.77 | 50.54 | |
| CoCoOp2025.05 | 56.16 | 66.67 | 50.01 | |
| LP + text2025.05 | 55.31 | 66.62 | 50 | |
| ProGrad2025.05 | 54.18 | 66.79 | 50.67 | |
| CLIPEvaluation Protocol=zero-shot2025.05 | 50.74 | 66.67 | 50 |