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SOTA
Facial Expression Recognition
Facial Expression Recognition On Ck
Facial Expression Recognition On Ck
评估指标
Accuracy (7 emotion)
评测结果
各个模型在此基准测试上的表现结果
Columns
模型名称
Accuracy (7 emotion)
Paper Title
Repository
ViT + SE
99.8
Learning Vision Transformer with Squeeze and Excitation for Facial Expression Recognition
-
FN2EN
-
FaceNet2ExpNet: Regularizing a Deep Face Recognition Net for Expression Recognition
-
PAtt-Lite
100.00
PAtt-Lite: Lightweight Patch and Attention MobileNet for Challenging Facial Expression Recognition
-
Nonlinear eval on SL + SSL puzzling (B0)
98.23
Using Self-Supervised Auxiliary Tasks to Improve Fine-Grained Facial Representation
-
FAN
99.7
Frame attention networks for facial expression recognition in videos
DeepEmotion
98
Deep-Emotion: Facial Expression Recognition Using Attentional Convolutional Network
EmoNeXt
-
A novel deep learning approach for facial emotion recognition: application to detecting emotional responses in elderly individuals with Alzheimer’s disease
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