الرئيسية الأخبار أحدث الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

Facial Action Unit Detection On Disfa

المقاييس

Average F1

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	Average F1	Paper Title	Repository
MDHRM	66.2	Multi-scale Dynamic and Hierarchical Relationship Modeling for Facial Action Units Recognition
FMAE-IAT	70.1	Representation Learning and Identity Adversarial Training for Facial Behavior Understanding
FMAE	68.7	Representation Learning and Identity Adversarial Training for Facial Behavior Understanding
JAA-Net	56.0	Deep Adaptive Attention for Joint Facial Action Unit Detection and Face Alignment
Multi-dimensional Edge Feature-based AU Relation Graph (ResNet 50)	63.1	Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition
DRML	26.7	Deep Region and Multi-Label Learning for Facial Action Unit Detection	-
Multi-dimensional Edge Feature-based AU Relation Graph (Swin-B)	62.4	Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition
AUFormer	66.4	AUFormer: Vision Transformers are Parameter-Efficient Facial Action Unit Detectors
Multi-scale Promoted Self-adjusting Correlation Learning for Facial Action Unit Detection	65.5	Multi-scale Promoted Self-adjusting Correlation Learning for Facial Action Unit Detection
Norface	72.7	Norface: Improving Facial Expression Analysis by Identity Normalization

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