Chest X-ray classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
87.3AUROC
47
Mar 30, 2026
0.955Accuracy
35
Mar 6, 2026
89.8AUROC (Macro)
27
Apr 28, 2026
99.7Accuracy
23
Feb 26, 2026
51.6Macro F1
12
Apr 8, 2026
90.7Macro F1
12
Apr 8, 2026
84.92AUROC
11
Feb 26, 2026
0.97Accuracy
8
Feb 26, 2026
89.1Pneumothorax AUC
8
Feb 26, 2026
50.1Macro F1
7
Apr 8, 2026
49Macro F1
7
Apr 8, 2026
75.78AUC
7
Feb 26, 2026
87.43AUROC (%)
6
Feb 26, 2026
89.19AUROC (%)
6
Feb 26, 2026
82.88AUROC
6
Feb 26, 2026
85.66Atelectasis AUC
5
Feb 26, 2026
88.16Atelectasis AUC
5
Feb 26, 2026
0.68Atelectasis AUC
4
Mar 16, 2026
0.87AUC (Atelectasis)
3
Mar 16, 2026
95.65Accuracy
3
Feb 26, 2026
78.4Accuracy
1
Feb 26, 2026