Emotion Recognition on CREMA-D (test)
89.15AccuracyN-PP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| N-PPBackbone=R(2+1)D, Approach=No privacy preservation2026.03 | 89.15 | — | — | |
| N-PPBackbone=I3D, Approach=No privacy preservation2026.03 | 88.26 | — | — | |
| Identity-Disentangled Privacy-Preserving Video FERBackbone=I3D2026.03 | 82.12 | — | — | |
| Identity-Disentangled Privacy-Preserving Video FERBackbone=R(2+1)D2026.03 | 80.9 | — | — | |
| Contr-HLBackbone=R(2+1)D2026.03 | 79.19 | — | — | |
| GBBackbone=R(2+1)D, Gaussian blurring hyperparameter (sigma)=0.52026.03 | 78.54 | — | — | |
| Contr-HLBackbone=I3D2026.03 | 78.42 | — | — | |
| GBBackbone=I3D, Gaussian blurring hyperparameter (sigma)=0.52026.03 | 77.43 | — | — | |
| InfoReg*unimodal loss=true2025.03 | 75.71 | 61.63 | 61.22 | |
| Adver.Backbone=R(2+1)D2026.03 | 74.59 | — | — | |
| GIMLCorruption Type=Snow, Intensity=22026.07 | 73.81 | — | — | |
| Adver.Backbone=I3D2026.03 | 73.42 | — | — | |
| MMParetounimodal loss=true2025.03 | 73.08 | 60.83 | 58.92 | |
| GIMLCorruption Type=Fog, Intensity=22026.07 | 71.82 | — | — | |
| Joint training*unimodal loss=true2025.03 | 70.81 | 60.52 | 55.23 | |
| GIMLCorruption Type=Rain, Intensity=22026.07 | 70.37 | — | — | |
| GIMLCorruption Type=Snow, Intensity=52026.07 | 69.38 | — | — | |
| G-Blendingunimodal loss=true2025.03 | 69.11 | 60.14 | 51.29 | |
| Face S.Backbone=I3D2026.03 | 68.36 | — | — | |
| Face S.Backbone=R(2+1)D2026.03 | 67.56 | — | — | |
| TMDCCorruption Type=Snow, Intensity=22026.07 | 67.12 | — | — | |
| Joint trainingunimodal loss=false2025.03 | 66.61 | 58.99 | 35.14 | |
| TMDCCorruption Type=Fog, Intensity=22026.07 | 65.29 | — | — | |
| TMDCCorruption Type=Snow, Intensity=52026.07 | 64.83 | — | — | |
| TMDCCorruption Type=Rain, Intensity=22026.07 | 64.73 | — | — | |
| GIMLCorruption Type=Fog, Intensity=52026.07 | 62.95 | — | — | |
| GIMLCorruption Type=Rain, Intensity=52026.07 | 62.17 | — | — | |
| TMDCCorruption Type=Rain, Intensity=52026.07 | 59.24 | — | — | |
| TMDCCorruption Type=Snow, Intensity=72026.07 | 58.22 | — | — | |
| GIMLCorruption Type=Fog, Intensity=72026.07 | 57.76 | — | — | |
| TMDCCorruption Type=Fog, Intensity=52026.07 | 57.5 | — | — | |
| GIMLCorruption Type=Rain, Intensity=72026.07 | 57.5 | — | — | |
| GIMLCorruption Type=Snow, Intensity=72026.07 | 56.29 | — | — | |
| TMDCCorruption Type=Rain, Intensity=72026.07 | 55.72 | — | — | |
| TMDCCorruption Type=Fog, Intensity=72026.07 | 53.81 | — | — | |
| GIMLCorruption Type=M+G, Intensity=(2,2)2026.07 | 52.95 | — | — | |
| TMDCCorruption Type=M+G, Intensity=(2,2)2026.07 | 26.74 | — | — |