Thoracic Disease Classification on CheXpert Plus
79.94AUCMedB. (MoE)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MedB. (MoE)Protocol=Zero-shot cross-dataset, Module=MoE2025.05 | 79.94 | 47.15 | 85.12 | |
| MedBridgeProtocol=Zero-shot cross-dataset2025.05 | 78.69 | 45.01 | 84.78 | |
| MMRLProtocol=Zero-shot cross-dataset2025.05 | 76.48 | 45.2 | 82.38 | |
| MMAProtocol=Zero-shot cross-dataset2025.05 | 76.07 | 46.84 | 83.78 | |
| LPProtocol=Zero-shot cross-dataset2025.05 | 73.66 | 40.55 | 76.31 | |
| CoOpProtocol=Zero-shot cross-dataset2025.05 | 69.34 | 38.72 | 77.15 | |
| KgCoOpProtocol=Zero-shot cross-dataset2025.05 | 65.29 | 36.55 | 72.46 | |
| CoCoOpProtocol=Zero-shot cross-dataset2025.05 | 64.81 | 37.76 | 70.27 | |
| CLIP-Ad.Protocol=Zero-shot cross-dataset2025.05 | 63.92 | 36.5 | 71.1 | |
| ProGradProtocol=Zero-shot cross-dataset2025.05 | 60.06 | 34.14 | 62.8 |