Depression Detection
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
90F1 (avg)
43
Jul 7, 2026
97.35F1 Score
42
Jul 8, 2026
0.82F1 Score
25
Feb 26, 2026
85F1 Score
25
Feb 26, 2026
0.78F1 Score
24
Feb 26, 2026
77.59Accuracy
23
Jul 8, 2026
62F1 Score
20
Jul 7, 2026
71.4F1 Score
20
Jul 7, 2026
79.53F1 Score
17
Feb 26, 2026
95.19Accuracy
15
Jun 2, 2026
89.6F1 Score
15
Apr 3, 2026
86.4Macro F1
14
Mar 24, 2026
75Accuracy
13
Jun 11, 2026
85.1Accuracy
13
Jun 11, 2026
59.07Accuracy
10
Jun 12, 2026
84.75Accuracy
10
May 12, 2026
0.787Accuracy
10
Feb 26, 2026
76.2F1 (Speaker-level)
8
Jul 7, 2026
68.5Weighted F1-score
8
Mar 11, 2026
0.749F1 Score
8
Feb 26, 2026
0.689AUC
7
Apr 30, 2026
89.99Macro F1 Score
7
Apr 28, 2026
62.18Accuracy
6
Apr 21, 2026
64.37Accuracy
6
Apr 21, 2026
94.41Accuracy
5
Apr 21, 2026