Video on Assembly101

Metric: Verbs Top-1 (higher is better)

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#	Model↕	Verbs Top-1▼	Extra Data	Paper	Date↕	Code
1	HandFormer-B/21	69.23	No	On the Utility of 3D Hand Poses for Action Recog...	2024-03-14	Code
2	MS-G3D	65.7	No	Disentangling and Unifying Graph Convolutions fo...	2020-03-31	Code
3	2s-AGCN	64.4	No	Two-Stream Adaptive Graph Convolutional Networks...	2018-05-20	Code
4	ISTA-Net	62.66	No	Interactive Spatiotemporal Token Attention Netwo...	2023-07-14	Code
5	RGBPoseConv3D	61.99	No	Revisiting Skeleton-based Action Recognition	2021-04-28	Code
6	TSM	58.27	No	TSM: Temporal Shift Module for Efficient Video U...	2018-11-20	Code

#1HandFormer-B/21SOTA
69.23
Verbs Top-1· 2024-03-14
On the Utility of 3D Hand Poses for Action Recognition Code
#2MS-G3DSOTA
65.7
Verbs Top-1· 2020-03-31
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition Code
#32s-AGCNSOTA
64.4
Verbs Top-1· 2018-05-20
Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition Code
#4ISTA-Net
62.66
Verbs Top-1· 2023-07-14
Interactive Spatiotemporal Token Attention Network for Skeleton-based General Interactive Action Recognition Code
#5RGBPoseConv3D
61.99
Verbs Top-1· 2021-04-28
Revisiting Skeleton-based Action Recognition Code
#6TSM
58.27
Verbs Top-1· 2018-11-20
TSM: Temporal Shift Module for Efficient Video Understanding Code