Classification on VinDR-CXR
0.945AUCGLINT-CXR
Evaluation Results
| Method | Links | |
|---|---|---|
| GLINT-CXREvaluation Protocol=Downstream2026.06 | 0.945 | |
| RAD-DINOEvaluation Protocol=Downstream2026.06 | 0.934 | |
| KADEvaluation Protocol=Downstream2026.06 | 0.933 | |
| MGCAEvaluation Protocol=Downstream2026.06 | 0.924 | |
| CheXWorldEvaluation Protocol=Downstream2026.06 | 0.917 | |
| MedKLIPEvaluation Protocol=Downstream2026.06 | 0.916 | |
| MAVLEvaluation Protocol=Downstream2026.06 | 0.914 | |
| MRMEvaluation Protocol=Downstream2026.06 | 0.909 | |
| DINOv3Evaluation Protocol=Downstream2026.06 | 0.893 | |
| CXR-CLIPBackbone=SwinTiny, Pre-training Dataset=MIMIC-CXR, CheXpert, Chest X-ray14, Evaluation Protocol=100% fine-tuning2023.10 | 0.89 | |
| CXR-CLIPBackbone=SwinTiny, Pre-training Dataset=MIMIC-CXR, CheXpert, Chest X-ray14, Evaluation Protocol=10% fine-tuning2023.10 | 0.88 | |
| CXR-CLIPBackbone=SwinTiny, Pre-training Dataset=MIMIC-CXR, CheXpert, Evaluation Protocol=100% fine-tuning2023.10 | 0.867 | |
| CXR-CLIPBackbone=SwinTiny, Pre-training Dataset=MIMIC-CXR, CheXpert, Evaluation Protocol=10% fine-tuning2023.10 | 0.861 | |
| CXR-CLIPBackbone=SwinTiny, Pre-training Dataset=MIMIC-CXR, Evaluation Protocol=100% fine-tuning2023.10 | 0.854 | |
| MedCLIPBackbone=SwinTiny, Pre-training Dataset=MIMIC-CXR, CheXpert, Evaluation Protocol=100% fine-tuning2023.10 | 0.851 | |
| CXR-CLIPBackbone=SwinTiny, Pre-training Dataset=MIMIC-CXR, Evaluation Protocol=10% fine-tuning2023.10 | 0.849 | |
| MedCLIPBackbone=SwinTiny, Pre-training Dataset=MIMIC-CXR, CheXpert, Evaluation Protocol=10% fine-tuning2023.10 | 0.849 | |
| CXR-CLIPBackbone=ResNet-50, Pre-training Dataset=MIMIC-CXR, CheXpert, Evaluation Protocol=Zero-shot2023.10 | 0.83 | |
| CXR-CLIPBackbone=SwinTiny, Pre-training Dataset=MIMIC-CXR, CheXpert, Evaluation Protocol=Zero-shot2023.10 | 0.827 | |
| MedCLIPBackbone=SwinTiny, Pre-training Dataset=MIMIC-CXR, CheXpert, Evaluation Protocol=Zero-shot2023.10 | 0.824 | |
| CXR-CLIPBackbone=ResNet-50, Pre-training Dataset=MIMIC-CXR, Evaluation Protocol=100% fine-tuning2023.10 | 0.822 | |
| CXR-CLIPBackbone=ResNet-50, Pre-training Dataset=MIMIC-CXR, Evaluation Protocol=10% fine-tuning2023.10 | 0.821 | |
| CXR-CLIPBackbone=ResNet-50, Pre-training Dataset=MIMIC-CXR, CheXpert, Evaluation Protocol=100% fine-tuning2023.10 | 0.821 | |
| CXR-CLIPBackbone=ResNet-50, Pre-training Dataset=MIMIC-CXR, CheXpert, Evaluation Protocol=10% fine-tuning2023.10 | 0.814 | |
| CXR-CLIPBackbone=ResNet-50, Pre-training Dataset=MIMIC-CXR, CheXpert, Chest X-ray14, Evaluation Protocol=100% fine-tuning2023.10 | 0.81 | |
| CXR-CLIPBackbone=ResNet-50, Pre-training Dataset=MIMIC-CXR, CheXpert, Chest X-ray14, Evaluation Protocol=10% fine-tuning2023.10 | 0.802 | |
| CXR-CLIPBackbone=SwinTiny, Pre-training Dataset=MIMIC-CXR, CheXpert, Chest X-ray14, Evaluation Protocol=Zero-shot2023.10 | 0.789 | |
| CXR-CLIPBackbone=ResNet-50, Pre-training Dataset=MIMIC-CXR, Evaluation Protocol=Zero-shot2023.10 | 0.788 | |
| CXR-CLIPBackbone=SwinTiny, Pre-training Dataset=MIMIC-CXR, Evaluation Protocol=Zero-shot2023.10 | 0.783 | |
| CXR-CLIPBackbone=ResNet-50, Pre-training Dataset=MIMIC-CXR, CheXpert, Chest X-ray14, Evaluation Protocol=Zero-shot2023.10 | 0.781 | |
| GloRIABackbone=ResNet-50, Pre-training Dataset=CheXpert with reports, Evaluation Protocol=Zero-shot2023.10 | 0.78 | |
| GloRIABackbone=ResNet-50, Pre-training Dataset=CheXpert with reports, Evaluation Protocol=100% fine-tuning2023.10 | 0.731 | |
| GloRIABackbone=ResNet-50, Pre-training Dataset=CheXpert with reports, Evaluation Protocol=10% fine-tuning2023.10 | 0.73 |