Depression Detection on MODMA
89.6F1 ScoreCDMA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CDMAInput Configuration=Read + Positive2026.04 | 89.6 | 88.7 | 89.2 | 93.3 | |
| CDMAInput Configuration=Read + Negative2026.04 | 88.7 | 86.7 | 85.7 | 92.7 | |
| CDMAInput Configuration=Combination (Majority Voting)2026.04 | 88 | 88.5 | 81.5 | 95.7 | |
| CDMAInput Configuration=Read + Neutral2026.04 | 86.8 | 86.5 | 86.8 | 90 | |
| MSCDR2026.04 | 85.6 | 85.7 | 79.2 | 90.5 | |
| MLP2026.04 | 84.1 | 84.2 | 85.3 | 83.8 | |
| CNN2026.04 | 84 | 84.2 | 85.3 | 83.8 | |
| Decision Tree2026.04 | 80.5 | 83.4 | 81.9 | 79 | |
| DepAudioNet2026.04 | 79 | — | — | — | |
| DCAN2026.04 | 78.4 | 81.1 | — | — | |
| DMPF2026.04 | 76.5 | 76.9 | 76.8 | 76.4 | |
| RNN2026.04 | 70 | — | — | — | |
| ConvNeXt2026.04 | 63.8 | 68.1 | 69.1 | 66.7 | |
| TimesNet2026.04 | 61.8 | 65.4 | 67.1 | 63.7 | |
| Vlad-GRU2026.04 | 60.4 | 63.9 | 66.7 | 55.3 |