Action Localization on Kinetics-Skeleton dataset

Metric: GFLOPS per prediction (higher is better)

LeaderboardDataset

Loading chart...

Results

Sort:

#	Model↕	GFLOPS per prediction▼	Extra Data	Paper	Date↕	Code
1	AGCN (2-stream)	26.91	No	Continual Spatio-Temporal Graph Convolutional Ne...	2022-03-21	Code
2	ST-GCN (2-stream)	24.09	No	Continual Spatio-Temporal Graph Convolutional Ne...	2022-03-21	Code
3	S-TR (2-stream)	23.24	No	Continual Spatio-Temporal Graph Convolutional Ne...	2022-03-21	Code
4	AGCN (1-stream)	13.45	No	Continual Spatio-Temporal Graph Convolutional Ne...	2022-03-21	Code
5	ST-GCN (1-stream)	12.04	No	Continual Spatio-Temporal Graph Convolutional Ne...	2022-03-21	Code
6	S-TR (1-stream)	11.62	No	Continual Spatio-Temporal Graph Convolutional Ne...	2022-03-21	Code
7	CoAGCN (2-stream)	0.36	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)	0.31	No	Continual Spatio-Temporal Graph Convolutional Ne...	2022-03-21	Code
10	CoAGCN* (2-stream)	0.25	No	Continual Spatio-Temporal Graph Convolutional Ne...	2022-03-21	Code
11	CoST-GCN* (2-stream)	0.22	No	Continual Spatio-Temporal Graph Convolutional Ne...	2022-03-21	Code
12	CoS-TR* (2-stream)	0.22	No	Continual Spatio-Temporal Graph Convolutional Ne...	2022-03-21	Code
13	CoAGCN (1-stream)	0.18	No	Continual Spatio-Temporal Graph Convolutional Ne...	2022-03-21	Code
14	CoST-GCN (1-stream)	0.16	No	Continual Spatio-Temporal Graph Convolutional Ne...	2022-03-21	Code
15	CoAGCN* (1-stream)	0.12	No	Continual Spatio-Temporal Graph Convolutional Ne...	2022-03-21	Code
16	CoST-GCN* (1-stream)	0.11	No	Continual Spatio-Temporal Graph Convolutional Ne...	2022-03-21	Code
17	CoS-TR* (1-stream)	0.11	No	Continual Spatio-Temporal Graph Convolutional Ne...	2022-03-21	Code

#1AGCN (2-stream)SOTA
26.91
GFLOPS per prediction· 2022-03-21
Continual Spatio-Temporal Graph Convolutional Networks Code
#2ST-GCN (2-stream)
24.09
GFLOPS per prediction· 2022-03-21
Continual Spatio-Temporal Graph Convolutional Networks Code
#3S-TR (2-stream)
23.24
GFLOPS per prediction· 2022-03-21
Continual Spatio-Temporal Graph Convolutional Networks Code
#4AGCN (1-stream)
13.45
GFLOPS per prediction· 2022-03-21
Continual Spatio-Temporal Graph Convolutional Networks Code
#5ST-GCN (1-stream)
12.04
GFLOPS per prediction· 2022-03-21
Continual Spatio-Temporal Graph Convolutional Networks Code
#6S-TR (1-stream)
11.62
GFLOPS per prediction· 2022-03-21
Continual Spatio-Temporal Graph Convolutional Networks Code
#7CoAGCN (2-stream)
0.36
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)
0.31
GFLOPS per prediction· 2022-03-21
Continual Spatio-Temporal Graph Convolutional Networks Code
#10CoAGCN* (2-stream)
0.25
GFLOPS per prediction· 2022-03-21
Continual Spatio-Temporal Graph Convolutional Networks Code
#11CoST-GCN* (2-stream)
0.22
GFLOPS per prediction· 2022-03-21
Continual Spatio-Temporal Graph Convolutional Networks Code
#12CoS-TR* (2-stream)
0.22
GFLOPS per prediction· 2022-03-21
Continual Spatio-Temporal Graph Convolutional Networks Code
#13CoAGCN (1-stream)
0.18
GFLOPS per prediction· 2022-03-21
Continual Spatio-Temporal Graph Convolutional Networks Code
#14CoST-GCN (1-stream)
0.16
GFLOPS per prediction· 2022-03-21
Continual Spatio-Temporal Graph Convolutional Networks Code
#15CoAGCN* (1-stream)
0.12
GFLOPS per prediction· 2022-03-21
Continual Spatio-Temporal Graph Convolutional Networks Code
#16CoST-GCN* (1-stream)
0.11
GFLOPS per prediction· 2022-03-21
Continual Spatio-Temporal Graph Convolutional Networks Code
#17CoS-TR* (1-stream)
0.11
GFLOPS per prediction· 2022-03-21
Continual Spatio-Temporal Graph Convolutional Networks Code