Diagnostic Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.889AUC
86
May 20, 2026
97.88Macro AUC
53
Mar 24, 2026
98AUC
39
Mar 23, 2026
97.92AUC
39
Mar 23, 2026
77.1AUC
39
Mar 23, 2026
87.5Accuracy
22
Apr 24, 2026
77.47H-Mean
20
May 12, 2026
74.67F1-score (zero-shot)
20
May 12, 2026
92.39AUROC
19
Jul 7, 2026
77.5Accuracy
16
Apr 24, 2026
81.9Accuracy
16
Apr 24, 2026
78.3Accuracy
16
Apr 24, 2026
70.9Accuracy
15
Jun 19, 2026
77.6Accuracy
15
Jun 19, 2026
79.34Accuracy
14
Apr 24, 2026
90.32Accuracy
13
Apr 8, 2026
85.41Accuracy
12
Feb 26, 2026
94.4F1 Score
12
Feb 26, 2026
83.27AUROC (1% Labels)
9
May 26, 2026
87.85AUROC (1% labels)
8
May 26, 2026
78.37AUROC (1% Labels)
8
May 26, 2026
0.789Accuracy
7
Feb 26, 2026
95.3AUC
6
Feb 26, 2026
71.5F1 Score
6
Feb 26, 2026
100AUC
5
Mar 6, 2026