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3D Action Recognition

Image: Rahmani et al

Papers

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All datasets Assembly101 NTU RGB+D 100 sleep nights of 8 caregivers

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	HandFormer-B/21	Actions Top-1	41.06	—	Unverified
2	TSM	Actions Top-1	35.27	—	Unverified
3	RGBPoseConv3D	Actions Top-1	33.61	—	Unverified
4	MS-G3D	Actions Top-1	28.7	—	Unverified
5	ISTA-Net	Actions Top-1	28.07	—	Unverified
6	CHASE(CTR-GCN)	Actions Top-1	28.03	—	Unverified
7	2s-AGCN	Actions Top-1	26.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Kinet	Cross Subject Accuracy	92.3	—	Unverified
2	PSTNet++	Cross Subject Accuracy	91.4	—	Unverified
3	PSTNet	Cross Subject Accuracy	90.5	—	Unverified
4	P4Transformer	Cross Subject Accuracy	90.2	—	Unverified
5	3DV-PointNet++	Cross Subject Accuracy	88.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	htf	10%	4	—	Unverified