MODMA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Depression Detection | MODMA (test) | F1 Score71.4 | 20 | |
| Depression Detection | MODMA | F1 Score89.6 | 15 | |
| Depression Detection | MODMA (5-fold cross-val) | Macro F186.4 | 14 | |
| MDD detection | MODMA (test) | Accuracy83.07 | 10 | |
| Depression Detection | MODMA 52 speakers (LOSO) | F1 (Speaker-level)76.2 | 8 | |
| EEG-based Depression Detection | MODMA 128-electrode to 19-electrode interpolation zero-shot | Accuracy (Zero-Shot)78.5 | 8 | |
| Depression detection | MODMA cross-domain (val) | Accuracy96.3 | 4 |
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