CheXpert
Benchmarks
TaskDatasetSOTA resultTrendResults
CheXpert Plus (test)
0.377Precision
88
CheXpert (test)
96.72AUC ROC
66
CheXpert (test)
0.885AUROC
49
CheXpert
0.924AUROC
45
CheXpert
91.2AUC
39
CheXpert (test)
0.9AUC
39
CheXpert
81.252Mean AUC
38
CHEXPERT Plus
27.1R-L
37
CheXpert High Non-IID Level
70.48Accuracy
30
CheXpert Medium Non-IID Level
72.16Performance
30
CheXpert Low Non-IID Level
76.64Accuracy
30
CheXpert 5x200
62.45Accuracy
28
CheXpert 5x200 1.0
66.74Accuracy
27
CheXpert (test)
89.8AUROC (Macro)
27
CheXpert (test)
89.5AUC
25
CheXpert
0.876AUC
25
CheXpert
85.96AUROC
22
CheXpert (test)
73.4WGA
22
CheXpert (test)
85.9Macro Acc
21
CheXpert
79.4ROC AUC
21
CheXpert Plus
13.83Recall@1
20
CheXpert 5x200 (test)
49.8Accuracy
19
CheXpert
68.9AUC
18
CheXpert Global (test)
78.02Dir (t=1)
16
CheXpert Local (test)
0.775Dir (1)
16