Medical Image Classification on CheXpert Plus (test)
83.55AUCMedBridge
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MedBridgeMixture-of-Experts (MoE)=true2025.05 | 83.55 | 49.94 | 83.62 | |
| MedBridgeMixture-of-Experts (MoE)=false2025.05 | 81.49 | 47.3 | 85.01 | |
| MMRL2025.05 | 76.46 | 44.64 | 80.68 | |
| CLIP-LoRA2025.05 | 75.91 | 47.88 | 82.13 | |
| MMA2025.05 | 74.76 | 42.98 | 80.76 | |
| CLIPEvaluation Protocol=fine-tune2025.05 | 68.47 | 40.16 | 74.43 | |
| Linear Probing2025.05 | 68.45 | 37.69 | 71.48 | |
| CoOp2025.05 | 66.66 | 36.72 | 68.16 | |
| KgCoOp2025.05 | 64.29 | 35.35 | 64.51 | |
| CLIP-Adapter2025.05 | 62.24 | 35.11 | 60.52 | |
| ProGrad2025.05 | 61.93 | 35.97 | 62.02 | |
| CoCoOp2025.05 | 61.5 | 35.03 | 65.62 | |
| LP + text2025.05 | 51.87 | 28.85 | 19.65 | |
| CLIPEvaluation Protocol=zero-shot2025.05 | 51.07 | 28.85 | 19.65 |