← Hand Gesture Recognition

Papers with Code · CC BY-SA 4.0

DHG-14

아카이브 평가 13건 · 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
e2eET	Accuracy 95.83	Real-Time Hand Gesture Recognition: Integrating Skeleton-Based Data Fusion and Multi-Stream CNN 2024-06-21	코드 1
DSTSA-GCN	Accuracy 95.04	DSTSA-GCN: Advancing Skeleton-Based Gesture Recognition with Semantic-Aware Spatio-Temporal Topology Modeling 2025-01-21	코드 1
DD-Net	Accuracy 94.6	Make Skeleton-based Action Recognition Model Smaller, Faster and Better 2019-07-23	코드 1 · 코드 2 · 코드 3
TD-GCN	Accuracy 93.9	Temporal Decoupling Graph Convolutional Network for Skeleton-based Gesture Recognition 2023-05-01	코드 1
FPPR-PCD	Accuracy 92.0	Fusing Posture and Position Representations for Point Cloud-Based Hand Gesture Recognition 2022-01-06	코드 1
DG-STA	Accuracy 91.9	Construct Dynamic Graphs for Hand Gesture Recognition via Spatial-Temporal Attention 2019-07-20	코드 1
RE-TCN	Accuracy 91.31	Action Recognition in Real-World Ambient Assisted Living Environment 2025-03-29	코드 1
Parallel-Conv	Accuracy 91.28	Deep Learning for Hand Gesture Recognition on Skeletal Data 2018-05-15	코드 1
Ensemble of Models	Accuracy 86.11	An Ensemble of Knowledge Sharing Models for Dynamic Hand Gesture Recognition 2020-08-13	연결 없음
SL-fusion-Average	Accuracy 85.46	CNN+RNN Depth and Skeleton based Dynamic Hand Gesture Recognition 2020-07-22	연결 없음
SL-fusion-Maximum	Accuracy 85.36	CNN+RNN Depth and Skeleton based Dynamic Hand Gesture Recognition 2020-07-22	연결 없음
MFANet	Accuracy 84.68	Motion Feature Augmented Recurrent Neural Network for Skeleton-based Dynamic Hand Gesture Recognition 2017-08-10	연결 없음
FL-fusion-Concat	Accuracy 81.86	CNN+RNN Depth and Skeleton based Dynamic Hand Gesture Recognition 2020-07-22	연결 없음