HyperAI초신경

홈 뉴스 연구 논문 튜토리얼 데이터셋 백과사전 SOTA LLM 모델 GPU 랭킹 컨퍼런스

한국어

HyperAI초신경

Facial Expression Recognition On Ck

평가 지표

Accuracy (7 emotion)

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	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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