Human Interaction Recognition on NTU RGB+D 120

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

LeaderboardDataset

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#	Model↕	Accuracy (Cross-Setup)▼	Extra Data	Paper	Date↕	Code
1	SkateFormer	93.2	No	SkateFormer: Skeletal-Temporal Transformer for H...	2024-03-14	Code
2	CHASE(CTR-GCN)	92.3	No	CHASE: Learning Convex Hull Adaptive Shift for S...	2024-10-09	Code
3	ISTA-Net	91.7	No	Interactive Spatiotemporal Token Attention Netwo...	2023-07-14	Code
4	SkeleTR	88.3	No	-	-	-
5	IGFormer	86.5	No	IGFormer: Interaction Graph Transformer for Skel...	2022-07-25	-
6	LSTM-IRN	79.6	No	Interaction Relational Network for Mutual Action...	2019-10-11	Code

#1SkateFormerSOTA
93.2
Accuracy (Cross-Setup)· 2024-03-14
SkateFormer: Skeletal-Temporal Transformer for Human Action Recognition Code
#2CHASE(CTR-GCN)
92.3
Accuracy (Cross-Setup)· 2024-10-09
CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition Code
#3ISTA-NetSOTA
91.7
Accuracy (Cross-Setup)· 2023-07-14
Interactive Spatiotemporal Token Attention Network for Skeleton-based General Interactive Action Recognition Code
#4SkeleTR
88.3
Accuracy (Cross-Setup)
No paper
#5IGFormerSOTA
86.5
Accuracy (Cross-Setup)· 2022-07-25
IGFormer: Interaction Graph Transformer for Skeleton-based Human Interaction Recognition
#6LSTM-IRNSOTA
79.6
Accuracy (Cross-Setup)· 2019-10-11
Interaction Relational Network for Mutual Action Recognition Code