Disease Diagnosis
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.848Balanced Accuracy
42
Feb 26, 2026
76.06Balanced Accuracy
42
Feb 26, 2026
99.22Accuracy
41
May 19, 2026
99.77F1 Macro
36
Feb 26, 2026
75.37F1-Macro
36
Feb 26, 2026
79.16Accuracy
19
Jun 17, 2026
54.78DD Score
19
Feb 26, 2026
72.82Micro Precision
17
Feb 26, 2026
69.04Micro Precision
17
Feb 26, 2026
89.57Accuracy
16
Feb 26, 2026
90.01Accuracy
16
Feb 26, 2026
84.33Accuracy
16
Feb 26, 2026
85.56Accuracy
16
Feb 26, 2026
41.2AUPRC
15
Apr 29, 2026
89.11AUC
15
Feb 26, 2026
75.04Primary Diagnosis Accuracy
14
Apr 28, 2026
0.776Worst-case AUC
14
Feb 26, 2026
77.88Class Accuracy
10
Jun 2, 2026
81.93Class Accuracy
10
Jun 2, 2026
65.45Accuracy
8
Jun 11, 2026
67CG Accuracy
8
Jun 5, 2026
44.8Top-1 Accuracy
8
May 26, 2026
58.2F1 Score
7
Feb 27, 2026
37.18Win Rate
5
Feb 26, 2026