← Facial Expression Recognition (FER)

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FER+

아카이브 평가 14건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
PAtt-Lite	Accuracy 95.55	PAtt-Lite: Lightweight Patch and Attention MobileNet for Challenging Facial Expression Recognition 2023-06-16	코드 1
GReFEL	Accuracy 93.09	GReFEL: Geometry-Aware Reliable Facial Expression Learning under Bias and Imbalanced Data Distribution 2024-10-21	연결 없음
QCS	Accuracy 91.85	QCS: Feature Refining from Quadruplet Cross Similarity for Facial Expression Recognition 2024-11-04	코드 1
ResNet18 Dense Architecture	Accuracy 91.41	Real Time Emotion Analysis Using Deep Learning for Education, Entertainment, and Beyond 2024-07-05	연결 없음
DDAMFN	Accuracy 90.74	A Dual-Direction Attention Mixed Feature Network for Facial Expression Recognition 2023-08-25	코드 1
KTN	Accuracy 90.49	Adaptively Learning Facial Expression Representation via C-F Labels and Distillation 2021-01-13	연결 없음
Vit-base + MAE	Accuracy 90.18	Emotion Separation and Recognition from a Facial Expression by Generating the Poker Face with Vision Transformers 2022-07-22	연결 없음
FER-VT	Accuracy 90.04	Facial expression recognition with grid-wise attention and visual transformer 2021-08-21	코드 1
EAC	Accuracy 89.64	Learn From All: Erasing Attention Consistency for Noisy Label Facial Expression Recognition 2022-07-21	코드 1
LResNet50E-IR	Accuracy 89.257	Exploring Emotion Features and Fusion Strategies for Audio-Video Emotion Recognition 2020-12-27	연결 없음
ViT-base	Accuracy 88.91	Emotion Separation and Recognition from a Facial Expression by Generating the Poker Face with Vision Transformers 2022-07-22	연결 없음
ViT-tiny	Accuracy 88.56	Emotion Separation and Recognition from a Facial Expression by Generating the Poker Face with Vision Transformers 2022-07-22	연결 없음
Local Learning Deep + BOW	Accuracy 87.76	Local Learning with Deep and Handcrafted Features for Facial Expression Recognition 2018-04-29	연결 없음
Ensemble with Shared Representations (ESR-9)	Accuracy 87.15	Efficient Facial Feature Learning with Wide Ensemble-based Convolutional Neural Networks 2020-01-17	코드 1