CheXpert
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CheXpert Plus (test)
83.55AUC
14
CheXpert Plus
4.91Accuracy
13
CheXpert L (test)
40.71Accuracy
13
CheXpert (val)
41.16Accuracy
13
CheXpert B (test)
48.96Accuracy
13
CheXpert 5x200
17.8R@1
13
CheXpert
81.63Acc s+
12
CheXpert v1.0 (test)
88.8AUC (1%)
12
CheXpert Plus (test)
7.281Recall@1
11
CheXpert
83.59F1 Score
11
X-ray - CheXpert 5x200
72.39Accuracy
11
CheXpert 1.0 (test)
83.23Accuracy
11
CheXpert High non-IID level, Known Association
79.17ROC AUC
11
CheXpert Medium non-IID level, Known Association
78.68ROC AUC
11
CheXpert Low non-IID level, Known Association
0.803ROC AUC
11
CheXpert (test)
0.892AUC
11
CheXpert (val)
84.92AUROC
11
CheXpert Plus
79.94AUC
10
CheXpert report-style absence
67.06Base Accuracy
10
CheXpert direct presence (n=235)
74.04Base Accuracy
10
CheXpert
72.4Accuracy
10
CheXpert High non-IID level (test)
76.76ROC AUC
10
CheXpert Medium non-IID level (test)
0.787ROC AUC
10
CheXpert Low non-IID level (test)
80.29ROC AUC
10
CheXpert Plus Gender attribute (test)
59.52Accuracy
10