CheXpert
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CheXpert
85.87Accuracy
6
CheXpert held-out (test)
14.9VDC
6
CheXpert
88.3AUC (Clean)
6
CheXpert CXR
51.2Average F1 (5 conditions)
6
CheXpert Plus
1.0481/RadCliQ
6
CheXpert gold labels from certified radiologists (val)
46.2Precision
6
CheXpert-12 (in-domain)
85.88Macro-AUC
6
CheXpert 100% labels
89.6Macro-Averaged AUC
6
CheXpert
88.39Top-5 AUROC
6
CheXpert
82.88AUROC
6
CheXpert Exp. (test)
61.6F1 Score
6
CheXpert 8x200
80P@1
6
chexpert
76.97Accuracy
5
CheXpert External (test)
0.88ATEL AUROC
5
CheXpert-Plus External transfer
93.46AUROC
5
CheXpert (20K labeled samples)
0.09Brier Score
5
CheXpert 8x200
42.65P@1
5
ChexPert
65Accuracy
5
CheXpert (test)
68.27pAUC (FPR <= 0.1)
5
CheXpert small (test)
70AUC (No Attack)
5
CheXpert (test)
40.1CAS Score
4
CheXpert
76MPPO
4
CheXpert (test)
84.1Balanced Accuracy
4
CheXpert (External val)
71.2AUROC
4
CheXpert (10% labels)
88.5Macro AUC
4