Depression Severity Estimation on AVEC 2014
5.02MAEEviDep
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EviDepModality=Multimodal (Audio + Visual)2026.04 | 5.02 | 6.8 | |
| VLDSP-TAP-MFBModality=Multimodal (Audio + Visual)2026.04 | 5.03 | 6.16 | |
| STE-MambaModality=Multimodal (Audio + Visual)2026.04 | 5.1 | 6.77 | |
| MFMambaModality=Multimodal (Audio + Visual)2026.04 | 5.16 | 6.71 | |
| FDFNetModality=Multimodal (Audio + Visual)2026.04 | 5.21 | 6.49 | |
| MAFFModality=Multimodal (Audio + Visual)2026.04 | 5.21 | 7.03 | |
| AVA-DepressNetModality=Multimodal (Audio + Visual)2026.04 | 5.32 | 6.83 | |
| LDBMModality=Visual Modality2026.04 | 5.36 | 6.93 | |
| Dis2DRModality=Multimodal (Audio + Visual)2026.04 | 5.45 | 6.61 | |
| MLM-EOEModality=Visual Modality2026.04 | 5.51 | 7.22 | |
| DepressformerModality=Visual Modality2026.04 | 5.56 | 7.22 | |
| MSNModality=Visual Modality2026.04 | 5.82 | 7.61 | |
| TSTMModality=Visual Modality2026.04 | 5.86 | 7.18 | |
| DCCANetModality=Audio Modality2026.04 | 6.17 | 7.54 | |
| WavDepressionNetModality=Audio Modality2026.04 | 6.6 | 8.61 | |
| FedDAAMModality=Multimodal (Audio + Visual)2026.04 | 6.77 | 8.59 | |
| TMFE-GFNModality=Multimodal (Audio + Visual)2026.04 | 7.05 | 9.45 | |
| TTFNetModality=Audio Modality2026.04 | 7.13 | 8.96 | |
| TFCAVModality=Audio Modality2026.04 | 7.49 | 9.25 | |
| MAFFModality=Audio Modality2026.04 | 7.65 | 9.13 |