Activity Recognition on NTU RGB+D 120

Metric: GFLOPS per prediction (higher is better)

LeaderboardDataset

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#	Model↕	GFLOPS per prediction▼	Extra Data	Paper	Date↕	Code
1	AGCN (2-stream)	37.38	No	Continual Spatio-Temporal Graph Convolutional Ne...	2022-03-21	Code
2	ST-GCN (2-stream)	33.46	No	Continual Spatio-Temporal Graph Convolutional Ne...	2022-03-21	Code
3	S-TR (2-stream)	32.4	No	Continual Spatio-Temporal Graph Convolutional Ne...	2022-03-21	Code
4	AGCN (1-stream)	18.69	No	Continual Spatio-Temporal Graph Convolutional Ne...	2022-03-21	Code
5	ST-GCN (1-stream)	16.73	No	Continual Spatio-Temporal Graph Convolutional Ne...	2022-03-21	Code
6	S-TR (1-stream)	16.2	No	Continual Spatio-Temporal Graph Convolutional Ne...	2022-03-21	Code
7	CoAGCN* (2-stream)	0.44	No	Continual Spatio-Temporal Graph Convolutional Ne...	2022-03-21	Code
8	CoST-GCN* (2-stream)	0.32	No	Continual Spatio-Temporal Graph Convolutional Ne...	2022-03-21	Code
9	CoS-TR* (2-stream)	0.3	No	Continual Spatio-Temporal Graph Convolutional Ne...	2022-03-21	Code
10	CoAGCN* (1-stream)	0.22	No	Continual Spatio-Temporal Graph Convolutional Ne...	2022-03-21	Code
11	CoST-GCN* (1-stream)	0.16	No	Continual Spatio-Temporal Graph Convolutional Ne...	2022-03-21	Code
12	CoS-TR* (1-stream)	0.15	No	Continual Spatio-Temporal Graph Convolutional Ne...	2022-03-21	Code

#1AGCN (2-stream)SOTA
37.38
GFLOPS per prediction· 2022-03-21
Continual Spatio-Temporal Graph Convolutional Networks Code
#2ST-GCN (2-stream)
33.46
GFLOPS per prediction· 2022-03-21
Continual Spatio-Temporal Graph Convolutional Networks Code
#3S-TR (2-stream)
32.4
GFLOPS per prediction· 2022-03-21
Continual Spatio-Temporal Graph Convolutional Networks Code
#4AGCN (1-stream)
18.69
GFLOPS per prediction· 2022-03-21
Continual Spatio-Temporal Graph Convolutional Networks Code
#5ST-GCN (1-stream)
16.73
GFLOPS per prediction· 2022-03-21
Continual Spatio-Temporal Graph Convolutional Networks Code
#6S-TR (1-stream)
16.2
GFLOPS per prediction· 2022-03-21
Continual Spatio-Temporal Graph Convolutional Networks Code
#7CoAGCN* (2-stream)
0.44
GFLOPS per prediction· 2022-03-21
Continual Spatio-Temporal Graph Convolutional Networks Code
#8CoST-GCN* (2-stream)
0.32
GFLOPS per prediction· 2022-03-21
Continual Spatio-Temporal Graph Convolutional Networks Code
#9CoS-TR* (2-stream)
0.3
GFLOPS per prediction· 2022-03-21
Continual Spatio-Temporal Graph Convolutional Networks Code
#10CoAGCN* (1-stream)
0.22
GFLOPS per prediction· 2022-03-21
Continual Spatio-Temporal Graph Convolutional Networks Code
#11CoST-GCN* (1-stream)
0.16
GFLOPS per prediction· 2022-03-21
Continual Spatio-Temporal Graph Convolutional Networks Code
#12CoS-TR* (1-stream)
0.15
GFLOPS per prediction· 2022-03-21
Continual Spatio-Temporal Graph Convolutional Networks Code