Depression Severity Estimation on AVEC 2013
4.91MAEEviDep
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EviDepModality=Multimodal (Audio + Visual)2026.04 | 4.91 | 6.54 | |
| STE-MambaModality=Multimodal (Audio + Visual)2026.04 | 5.08 | 6.94 | |
| VLDSP-TAP-MFBModality=Multimodal (Audio + Visual)2026.04 | 5.38 | 6.83 | |
| DepressformerModality=Visual Modality2026.04 | 5.49 | 7.47 | |
| MLM-EOEModality=Visual Modality2026.04 | 5.49 | 6.84 | |
| LDBMModality=Visual Modality2026.04 | 5.71 | 6.99 | |
| TSTMModality=Visual Modality2026.04 | 5.95 | 7.57 | |
| MSNModality=Visual Modality2026.04 | 5.98 | 7.9 | |
| MFMambaModality=Multimodal (Audio + Visual)2026.04 | 6.11 | 7.05 | |
| Dis2DRModality=Multimodal (Audio + Visual)2026.04 | 6.12 | 7.97 | |
| WavDepressionNetModality=Audio Modality2026.04 | 6.14 | 8.2 | |
| MAFFModality=Multimodal (Audio + Visual)2026.04 | 6.14 | 8.16 | |
| FDFNetModality=Multimodal (Audio + Visual)2026.04 | 6.22 | 7.58 | |
| AVA-DepressNetModality=Multimodal (Audio + Visual)2026.04 | 6.23 | 7.99 | |
| TFCAVModality=Audio Modality2026.04 | 6.26 | 8.32 | |
| TMFE-GFNModality=Multimodal (Audio + Visual)2026.04 | 6.6 | 9 | |
| DCCANetModality=Audio Modality2026.04 | 6.78 | 8.47 | |
| FedDAAMModality=Multimodal (Audio + Visual)2026.04 | 6.78 | 8.61 | |
| TTFNetModality=Audio Modality2026.04 | 7.08 | 8.93 | |
| MAFFModality=Audio Modality2026.04 | 7.14 | 9.5 |