Depression Diagnosis on AVEC 2014 (test)
5.83MAEIDRL(Audio+Video)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| IDRL(Audio+Video)Modalities=Audio+Video, Type=Decoupled2026.03 | 5.83 | 7.34 | |
| IDRL(Video)Modalities=Video, Type=Decoupled2026.03 | 5.94 | 7.57 | |
| TDRLModalities=Audio+Video, Type=Decoupled2026.03 | 5.97 | 7.63 | |
| MDNModalities=Video, Type=Non-Decoupled2026.03 | 6.06 | 7.66 | |
| FDHH-AVModalities=Audio+Video, Type=Non-Decoupled2026.03 | 6.14 | 7.45 | |
| GMM-ELMModalities=Audio+Video, Type=Non-Decoupled2026.03 | 6.31 | 8.13 | |
| MTDANModalities=Video, Type=Non-Decoupled2026.03 | 6.36 | 7.94 | |
| IDRL(Audio)Modalities=Audio, Type=Decoupled2026.03 | 6.48 | 8.28 | |
| WavDepressionNetModalities=Audio, Type=Non-Decoupled2026.03 | 6.6 | 8.61 | |
| DepressNet-Full2026.06 | 6.6 | 8.88 | |
| R(2+1)DPre-train Dataset=Kinetics-700 + MiT, Depth=502026.06 | 6.626 | 8.543 | |
| Disentangled-MERModalities=Audio+Video, Type=Decoupled2026.03 | 6.68 | 8.41 | |
| Jan2026.06 | 6.68 | 8.04 | |
| R3DPre-train Dataset=Kinetics-700 + MiT, Depth=1012026.06 | 6.7 | 8.694 | |
| R(2+1)DPre-train Dataset=Kinetics-400, Depth=182026.06 | 6.82 | 8.64 | |
| Wide ResNetPre-train Dataset=Kinetics-400, Depth=502026.06 | 6.984 | 8.529 | |
| R3DPre-train Dataset=Kinetics-700, Depth=1012026.06 | 6.999 | 8.903 | |
| MEN-ADFModalities=Audio+Video, Type=Non-Decoupled2026.03 | 7.02 | 9.39 | |
| R(2+1)DPre-train Dataset=Kinetics-700, Depth=502026.06 | 7.027 | 8.687 | |
| MISAModalities=Audio+Video, Type=Decoupled2026.03 | 7.12 | 8.95 | |
| R3DPre-train Dataset=Kinetics-400, Depth=1012026.06 | 7.228 | 9.278 | |
| FTA-NetModalities=Audio, Type=Non-Decoupled2026.03 | 7.31 | 9.6 | |
| R3DPre-train Dataset=Kinetics-400, Depth=182026.06 | 7.43 | 9.012 | |
| Zhu2026.06 | 7.47 | 9.55 | |
| SubAttn-VModalities=Video, Type=Non-Decoupled2026.03 | 7.84 | 10.7 | |
| BU-CMPE2026.06 | 7.96 | 9.97 | |
| MRELBP-DCNNModalities=Audio, Type=Non-Decoupled2026.03 | 8.19 | 9.99 | |
| Brunnel2026.06 | 8.44 | 10.5 | |
| Baseline2026.06 | 8.86 | 10.86 | |
| InaoeBuap2026.06 | 9.35 | 11.91 | |
| UUIMSidorov2026.06 | 11.2 | 13.87 |