Depression Assessment (Regression) on DAIC-WOZ
2.4434Mean Absolute ErrorEmoTrack
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EmoTrack2026.05 | 2.4434 | — | |
| AIDAVersion=now2026.05 | 2.8234 | — | |
| LMIQVersion=now2026.05 | 3.0285 | — | |
| FedDAAMModality=Multimodal (Audio + Visual)2026.04 | 3.68 | 4.71 | |
| EviDepModality=Multimodal (Audio + Visual)2026.04 | 3.73 | 4.39 | |
| Lau et al.Input Embeddings=Qwen3-Emb2026.05 | 4.0927 | — | |
| FDFNetModality=Multimodal (Audio + Visual)2026.04 | 4.25 | 5.34 | |
| AGBiTNetModality=Audio2026.04 | 4.27 | 5.35 | |
| MFDS-VANModality=Audio2026.04 | 4.27 | 5.34 | |
| Lau et al.2026.05 | 4.4367 | — | |
| Milintsevich et al.2026.05 | 4.437 | — | |
| AVA-DepressNetModality=Multimodal (Audio + Visual)2026.04 | 4.62 | 5.78 | |
| FaceHOGModality=Visual2026.04 | 4.64 | 5.98 | |
| Dis2DRModality=Multimodal (Audio + Visual)2026.04 | 4.69 | 5.49 | |
| STE-MambaModality=Visual2026.04 | 4.89 | 6.28 | |
| HOG-PCAModality=Visual2026.04 | 4.89 | 6.23 | |
| TTFNetModality=Audio2026.04 | 5.09 | 6.01 | |
| STE-MambaModality=Multimodal (Audio + Visual)2026.04 | 5.18 | 6.24 | |
| STFNModality=Audio2026.04 | 5.38 | 6.36 | |
| EnsemBERT2026.05 | 5.6681 | — | |
| AFNModality=Audio2026.04 | 5.67 | 6.55 | |
| EnsemBERTInput Embeddings=Qwen3-Emb2026.05 | 5.8681 | — |