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Facial Action Unit Detection On Disfa

評価指標

Average F1

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名
Average F1
Paper TitleRepository
MDHRM66.2Multi-scale Dynamic and Hierarchical Relationship Modeling for Facial Action Units Recognition
FMAE-IAT70.1Representation Learning and Identity Adversarial Training for Facial Behavior Understanding
FMAE68.7Representation Learning and Identity Adversarial Training for Facial Behavior Understanding
JAA-Net56.0Deep Adaptive Attention for Joint Facial Action Unit Detection and Face Alignment
Multi-dimensional Edge Feature-based AU Relation Graph (ResNet 50)63.1Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition
DRML26.7Deep Region and Multi-Label Learning for Facial Action Unit Detection-
Multi-dimensional Edge Feature-based AU Relation Graph (Swin-B)62.4Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition
AUFormer66.4AUFormer: Vision Transformers are Parameter-Efficient Facial Action Unit Detectors
Multi-scale Promoted Self-adjusting Correlation Learning for Facial Action Unit Detection65.5Multi-scale Promoted Self-adjusting Correlation Learning for Facial Action Unit Detection
Norface72.7Norface: Improving Facial Expression Analysis by Identity Normalization
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