| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CMDC | Gemini 2.5 | F1 Score100 | 18 | 1mo ago | |
| EATD | F1 Score75 | 17 | 1mo ago | ||
| E-DAIC-WOZ (test) | LLM-Generated Summary Guided Depression Detection | MAE3.32 | 16 | 5d ago | |
| AVEC | SCD-MLLM | F1 Score68.06 | 12 | 1mo ago | |
| CMDC (test) | MLlm-DR | RMSE3.1 | 8 | 5d ago |