Depression Severity Estimation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
4.37RMSE
29
Jun 11, 2026
5.02MAE
20
Apr 21, 2026
4.91MAE
20
Apr 21, 2026
71.1Precision (Normal)
10
Mar 10, 2026
78.6Precision (Normal)
10
Mar 10, 2026
0.64R2
2
Feb 26, 2026
3.1MAE
1
Jun 17, 2026
0.45Pearson Correlation (r)
1
Jun 17, 2026
0.7MAE
1
Jun 17, 2026
3.85Mean Absolute Error (MAE)
1
Jun 17, 2026
3.55MAE
1
Jun 17, 2026