Human Interaction Recognition on NTU RGB+D

Metric: Accuracy (Cross-View) (higher is better)

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#	Model↕	Accuracy (Cross-View)▼	Extra Data	Paper	Date↕	Code
1	SkateFormer	99.3	No	SkateFormer: Skeletal-Temporal Transformer for H...	2024-03-14	Code
2	CHASE(CTR-GCN)	98.8	No	CHASE: Learning Convex Hull Adaptive Shift for S...	2024-10-09	Code
3	SkeleTR	97.7	No	-	-	-
4	IGFormer	96.5	No	IGFormer: Interaction Graph Transformer for Skel...	2022-07-25	-
5	LSTM-IRN'fc1inter+intra	93.5	No	Interaction Relational Network for Mutual Action...	2019-10-11	Code

#1SkateFormerSOTA
99.3
Accuracy (Cross-View)· 2024-03-14
SkateFormer: Skeletal-Temporal Transformer for Human Action Recognition Code
#2CHASE(CTR-GCN)
98.8
Accuracy (Cross-View)· 2024-10-09
CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition Code
#3SkeleTR
97.7
Accuracy (Cross-View)
No paper
#4IGFormerSOTA
96.5
Accuracy (Cross-View)· 2022-07-25
IGFormer: Interaction Graph Transformer for Skeleton-based Human Interaction Recognition
#5LSTM-IRN'fc1inter+intraSOTA
93.5
Accuracy (Cross-View)· 2019-10-11
Interaction Relational Network for Mutual Action Recognition Code