Multi-label Classification on MIMIC-CXR-JPG (val)
71.5AUC (Total)CXR-CML
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CXR-CMLBackbone=ViT-B/32, Evaluation Protocol=Zero-shot, Image Resolution=224x2242025.07 | 71.5 | 71.1 | 72 | |
| CheXzeroBackbone=ViT-B/32, Evaluation Protocol=Zero-shot, Image Resolution=224x2242025.07 | 64.4 | 64.7 | 63.1 | |
| MedKLIPBackbone=ViT-B/32, Evaluation Protocol=Zero-shot, Image Resolution=224x2242025.07 | 57.6 | 57.4 | 57.4 | |
| SLIPBackbone=ViT-B/32, Evaluation Protocol=Zero-shot, Image Resolution=224x2242025.07 | 50.2 | 50.5 | 49.5 | |
| MedClipBackbone=ViT-B/32, Evaluation Protocol=Zero-shot, Image Resolution=224x2242025.07 | 47.6 | 48.8 | 45 |