CheXpert
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CheXpert Plus Race attribute (test)
60.91Accuracy
10
CheXpert
93.77AUAUC
9
CheXpert 5x200 (test)
0.264AURC (CIDEr-N)
9
CheXpert 100% (train)
91.1AUC
9
CheXpert (10% train)
90.4AUC
9
CheXpert 1% (train)
89.7AUC
9
CheXpert
78.37AUROC (1% Labels)
8
CheXpert (test)
0.758WGA
8
CheXpert (test)
84.88BA
8
CheXpert 13 classes (test)
0.919AUROC
8
CheXpert (test)
92.3AUC
8
CheXpert Combine
25.62ESSP
7
CheXpert
0.923Macro AUROC
7
CheXpert 80% masking (test)
0.656AUROC
7
CheXpert 60% masking (test)
0.689AUROC
7
CheXpert 40% masking (test)
0.702AUROC
7
CheXpert 20% masking (test)
0.756AUROC
7
CheXpert 0% masking (test)
0.831AUROC
7
CheXpert OOD
49Macro F1
7
CheXpert
1.5KL Divergence
7
CheXpert original (test)
67.4Devices Accuracy
7
CheXpert
90.9Average Accuracy
7
CheXpert 5X200
42.98mAP
7
CheXpert
0.864AUROC
7
CheXpert v1.0
0.77Atelectasis AUROC
6