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Models/Norface

Norface

Reported on 34 benchmarks across 6 tasks · 1 paper · 23 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision16 results

Face ReconstructiononBP4D
ICC· 2024-07-22
0.74
SOTA
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
Face ReconstructiononDISFA
ICC· 2024-07-22
0.67
SOTA
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
Face ReconstructiononAffectNet
Accuracy (8 emotion)· 2024-07-22
68.69
SOTA
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
Face ReconstructiononDISFA
Average F1· 2024-07-22
72.7
SOTA
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
Facial Expression Recognition (FER)onDISFA
ICC· 2024-07-22
0.67
SOTA
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
Facial Expression Recognition (FER)onBP4D
ICC· 2024-07-22
0.74
SOTA
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
Facial Expression Recognition (FER)onAffectNet
Accuracy (8 emotion)· 2024-07-22
68.69
SOTA
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
3D Face ReconstructiononBP4D
ICC· 2024-07-22
0.74
SOTA
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
3D Face ReconstructiononDISFA
ICC· 2024-07-22
0.67
SOTA
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
3D Face ReconstructiononAffectNet
Accuracy (8 emotion)· 2024-07-22
68.69
SOTA
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
3D Face ReconstructiononDISFA
Average F1· 2024-07-22
72.7
SOTA
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
Face ReconstructiononRAF-DB
Overall Accuracy· 2024-07-22
92.97
best: 94.76 (ResEmoteNet)
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
Face ReconstructiononBP4D+
Average F1· 2024-07-22
66.7
best: 66.8 (FMAE-IAT)
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
Facial Expression Recognition (FER)onRAF-DB
Overall Accuracy· 2024-07-22
92.97
best: 94.76 (ResEmoteNet)
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
3D Face ReconstructiononRAF-DB
Overall Accuracy· 2024-07-22
92.97
best: 94.76 (ResEmoteNet)
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
3D Face ReconstructiononBP4D+
Average F1· 2024-07-22
66.7
best: 66.8 (FMAE-IAT)
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617

Music6 results

Facial Recognition and ModellingonBP4D
ICC· 2024-07-22
0.74
SOTA
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
Facial Recognition and ModellingonDISFA
ICC· 2024-07-22
0.67
SOTA
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
Facial Recognition and ModellingonAffectNet
Accuracy (8 emotion)· 2024-07-22
68.69
SOTA
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
Facial Recognition and ModellingonDISFA
Average F1· 2024-07-22
72.7
SOTA
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
Facial Recognition and ModellingonRAF-DB
Overall Accuracy· 2024-07-22
92.97
best: 94.76 (ResEmoteNet)
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
Facial Recognition and ModellingonBP4D+
Average F1· 2024-07-22
66.7
best: 66.8 (FMAE-IAT)
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617

Methodology6 results

3DonBP4D
ICC· 2024-07-22
0.74
SOTA
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
3DonDISFA
ICC· 2024-07-22
0.67
SOTA
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
3DonAffectNet
Accuracy (8 emotion)· 2024-07-22
68.69
SOTA
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
3DonDISFA
Average F1· 2024-07-22
72.7
SOTA
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
3DonRAF-DB
Overall Accuracy· 2024-07-22
92.97
best: 94.76 (ResEmoteNet)
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
3DonBP4D+
Average F1· 2024-07-22
66.7
best: 66.8 (FMAE-IAT)
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617

Medical6 results

3D Face ModellingonDISFA
ICC· 2024-07-22
0.67
SOTA
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
3D Face ModellingonBP4D
ICC· 2024-07-22
0.74
SOTA
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
3D Face ModellingonAffectNet
Accuracy (8 emotion)· 2024-07-22
68.69
SOTA
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
3D Face ModellingonDISFA
Average F1· 2024-07-22
72.7
SOTA
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
3D Face ModellingonRAF-DB
Overall Accuracy· 2024-07-22
92.97
best: 94.76 (ResEmoteNet)
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617
3D Face ModellingonBP4D+
Average F1· 2024-07-22
66.7
best: 66.8 (FMAE-IAT)
Norface: Improving Facial Expression Analysis by Identity Normalization arXiv:2407.15617