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ResearchFormerly WizWand

Depression Diagnosis on AVEC 2014 (test)

5.83MAEIDRL(Audio+Video)
5.61527.06518.5159.9649Mar 12, 2026Mar 29, 2026Apr 15, 2026May 3, 2026May 20, 2026Jun 6, 2026Jun 24, 2026
Updated 4mo ago

Evaluation results

MethodLinks
IDRL(Audio+Video)Modalities=Audio+Video, Type=Decoupled2026.035.837.34
IDRL(Video)Modalities=Video, Type=Decoupled2026.035.947.57
TDRLModalities=Audio+Video, Type=Decoupled2026.035.977.63
MDNModalities=Video, Type=Non-Decoupled2026.036.067.66
FDHH-AVModalities=Audio+Video, Type=Non-Decoupled2026.036.147.45
GMM-ELMModalities=Audio+Video, Type=Non-Decoupled2026.036.318.13
MTDANModalities=Video, Type=Non-Decoupled2026.036.367.94
IDRL(Audio)Modalities=Audio, Type=Decoupled2026.036.488.28
WavDepressionNetModalities=Audio, Type=Non-Decoupled2026.036.68.61
DepressNet-Full2026.066.68.88
R(2+1)DPre-train Dataset=Kinetics-700 + MiT, Depth=502026.066.6268.543
Disentangled-MERModalities=Audio+Video, Type=Decoupled2026.036.688.41
Jan2026.066.688.04
R3DPre-train Dataset=Kinetics-700 + MiT, Depth=1012026.066.78.694
R(2+1)DPre-train Dataset=Kinetics-400, Depth=182026.066.828.64
Wide ResNetPre-train Dataset=Kinetics-400, Depth=502026.066.9848.529
R3DPre-train Dataset=Kinetics-700, Depth=1012026.066.9998.903
MEN-ADFModalities=Audio+Video, Type=Non-Decoupled2026.037.029.39
R(2+1)DPre-train Dataset=Kinetics-700, Depth=502026.067.0278.687
MISAModalities=Audio+Video, Type=Decoupled2026.037.128.95
R3DPre-train Dataset=Kinetics-400, Depth=1012026.067.2289.278
FTA-NetModalities=Audio, Type=Non-Decoupled2026.037.319.6
R3DPre-train Dataset=Kinetics-400, Depth=182026.067.439.012
Zhu2026.067.479.55
SubAttn-VModalities=Video, Type=Non-Decoupled2026.037.8410.7
BU-CMPE2026.067.969.97
MRELBP-DCNNModalities=Audio, Type=Non-Decoupled2026.038.199.99
Brunnel2026.068.4410.5
Baseline2026.068.8610.86
InaoeBuap2026.069.3511.91
UUIMSidorov2026.0611.213.87