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ResearchFormerly WizWand

Classification on VinDR-CXR

0.945AUCGLINT-CXR
0.72140.779450.83750.89555Oct 20, 2023Mar 27, 2024Sep 2, 2024Feb 9, 2025Jul 18, 2025Dec 24, 2025Jun 2, 2026
Updated 4mo ago

Evaluation results

MethodLinks
GLINT-CXREvaluation Protocol=Downstream2026.060.945
RAD-DINOEvaluation Protocol=Downstream2026.060.934
KADEvaluation Protocol=Downstream2026.060.933
MGCAEvaluation Protocol=Downstream2026.060.924
CheXWorldEvaluation Protocol=Downstream2026.060.917
MedKLIPEvaluation Protocol=Downstream2026.060.916
MAVLEvaluation Protocol=Downstream2026.060.914
MRMEvaluation Protocol=Downstream2026.060.909
DINOv3Evaluation Protocol=Downstream2026.060.893
CXR-CLIPBackbone=SwinTiny, Pre-training Dataset=MIMIC-CXR, CheXpert, Chest X-ray14, Evaluation Protocol=100% fine-tuning2023.100.89
CXR-CLIPBackbone=SwinTiny, Pre-training Dataset=MIMIC-CXR, CheXpert, Chest X-ray14, Evaluation Protocol=10% fine-tuning2023.100.88
CXR-CLIPBackbone=SwinTiny, Pre-training Dataset=MIMIC-CXR, CheXpert, Evaluation Protocol=100% fine-tuning2023.100.867
CXR-CLIPBackbone=SwinTiny, Pre-training Dataset=MIMIC-CXR, CheXpert, Evaluation Protocol=10% fine-tuning2023.100.861
CXR-CLIPBackbone=SwinTiny, Pre-training Dataset=MIMIC-CXR, Evaluation Protocol=100% fine-tuning2023.100.854
MedCLIPBackbone=SwinTiny, Pre-training Dataset=MIMIC-CXR, CheXpert, Evaluation Protocol=100% fine-tuning2023.100.851
CXR-CLIPBackbone=SwinTiny, Pre-training Dataset=MIMIC-CXR, Evaluation Protocol=10% fine-tuning2023.100.849
MedCLIPBackbone=SwinTiny, Pre-training Dataset=MIMIC-CXR, CheXpert, Evaluation Protocol=10% fine-tuning2023.100.849
CXR-CLIPBackbone=ResNet-50, Pre-training Dataset=MIMIC-CXR, CheXpert, Evaluation Protocol=Zero-shot2023.100.83
CXR-CLIPBackbone=SwinTiny, Pre-training Dataset=MIMIC-CXR, CheXpert, Evaluation Protocol=Zero-shot2023.100.827
MedCLIPBackbone=SwinTiny, Pre-training Dataset=MIMIC-CXR, CheXpert, Evaluation Protocol=Zero-shot2023.100.824
CXR-CLIPBackbone=ResNet-50, Pre-training Dataset=MIMIC-CXR, Evaluation Protocol=100% fine-tuning2023.100.822
CXR-CLIPBackbone=ResNet-50, Pre-training Dataset=MIMIC-CXR, Evaluation Protocol=10% fine-tuning2023.100.821
CXR-CLIPBackbone=ResNet-50, Pre-training Dataset=MIMIC-CXR, CheXpert, Evaluation Protocol=100% fine-tuning2023.100.821
CXR-CLIPBackbone=ResNet-50, Pre-training Dataset=MIMIC-CXR, CheXpert, Evaluation Protocol=10% fine-tuning2023.100.814
CXR-CLIPBackbone=ResNet-50, Pre-training Dataset=MIMIC-CXR, CheXpert, Chest X-ray14, Evaluation Protocol=100% fine-tuning2023.100.81
CXR-CLIPBackbone=ResNet-50, Pre-training Dataset=MIMIC-CXR, CheXpert, Chest X-ray14, Evaluation Protocol=10% fine-tuning2023.100.802
CXR-CLIPBackbone=SwinTiny, Pre-training Dataset=MIMIC-CXR, CheXpert, Chest X-ray14, Evaluation Protocol=Zero-shot2023.100.789
CXR-CLIPBackbone=ResNet-50, Pre-training Dataset=MIMIC-CXR, Evaluation Protocol=Zero-shot2023.100.788
CXR-CLIPBackbone=SwinTiny, Pre-training Dataset=MIMIC-CXR, Evaluation Protocol=Zero-shot2023.100.783
CXR-CLIPBackbone=ResNet-50, Pre-training Dataset=MIMIC-CXR, CheXpert, Chest X-ray14, Evaluation Protocol=Zero-shot2023.100.781
GloRIABackbone=ResNet-50, Pre-training Dataset=CheXpert with reports, Evaluation Protocol=Zero-shot2023.100.78
GloRIABackbone=ResNet-50, Pre-training Dataset=CheXpert with reports, Evaluation Protocol=100% fine-tuning2023.100.731
GloRIABackbone=ResNet-50, Pre-training Dataset=CheXpert with reports, Evaluation Protocol=10% fine-tuning2023.100.73