| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| AVEC 2014 | EviDep | MAE5.02 | 20 | 1mo ago | |
| AVEC 2013 | EviDep | MAE4.91 | 20 | 1mo ago | |
| DepSeverity | GPT-4 | Precision (Normal)71.1 | 10 | 2mo ago | |
| MMDA (test) | GPT-4 | Precision (Normal)78.6 | 10 | 2mo ago | |
| EDAIC (test) | Symptom-guided cross-attention framework | RMSE5.15 | 8 | 3mo ago | |
| CALYPSO | stability-based machine learning framework | R20.64 | 2 | 3mo ago |
