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Benchmarks
Chest X-ray Classification on Combined (MIMIC-CXR, CheXpert, PadChest)
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87.43
AUROC (%)
MVMAE
78.6108
80.9004
83.19
85.4796
Nov 27, 2025
AUROC (%)
F1 Score (%)
Updated 4d ago
Evaluation Results
Method
Method
Links
AUROC (%)
F1 Score (%)
MVMAE
Backbone=ViT-B/16
2025.11
87.43
37.39
MVMAE-V2T
Backbone=ViT-B/16
2025.11
86.95
36.08
Independent
Backbone=ViT-B/16
2025.11
86.63
35.47
CheXagent
Backbone=ViT-L/14
2025.11
86.21
32.84
Supervised
Backbone=ViT-B/16
2025.11
84.73
29.47
BiomedCLIP
Backbone=ViT-B/16
2025.11
78.95
19.85
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