Facial Expression Recognition (FER) on SFEW

Metric: Accuracy (higher is better)

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#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	Ada-DF	60.46	No	-	-	Code
2	RAN (VGG16+ResNet18)	56.4	No	Region Attention Networks for Pose and Occlusion...	2019-05-10	Code
3	ViT + SE	54.29	No	Learning Vision Transformer with Squeeze and Exc...	2021-07-07	-
4	Island Loss	52.52	No	Island Loss for Learning Discriminative Features...	2017-10-09	Code

#1Ada-DF
60.46
Accuracy
No paperCode
#2RAN (VGG16+ResNet18)SOTA
56.4
Accuracy· 2019-05-10
Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition Code
#3ViT + SE
54.29
Accuracy· 2021-07-07
Learning Vision Transformer with Squeeze and Excitation for Facial Expression Recognition
#4Island LossSOTA
52.52
Accuracy· 2017-10-09
Island Loss for Learning Discriminative Features in Facial Expression Recognition Code