TASK |
DATASET |
MODEL |
METRIC NAME |
METRIC VALUE |
GLOBAL RANK |
REMOVE |
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
CoAGCN (2-stream)
|
GFLOPS per prediction
|
0.36
|
# 7
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
CoS-TR (2-stream)
|
Accuracy
|
32.7
|
# 30
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
CoS-TR (2-stream)
|
GFLOPS per prediction
|
0.31
|
# 9
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
CoS-TR (1-stream)
|
Accuracy
|
29.7
|
# 37
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
CoAGCN (1-stream)
|
Accuracy
|
33
|
# 29
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
CoAGCN (1-stream)
|
GFLOPS per prediction
|
0.18
|
# 13
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
CoST-GCN (2-stream)
|
Accuracy
|
33.1
|
# 28
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
CoST-GCN (2-stream)
|
GFLOPS per prediction
|
0.32
|
# 8
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
CoST-GCN (1-stream)
|
Accuracy
|
31.8
|
# 33
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
CoST-GCN (1-stream)
|
GFLOPS per prediction
|
0.16
|
# 14
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
CoS-TR* (2-stream)
|
Accuracy
|
29.9
|
# 36
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
CoS-TR* (2-stream)
|
GFLOPS per prediction
|
0.22
|
# 11
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
CoS-TR* (1-stream)
|
Accuracy
|
27.4
|
# 39
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
CoS-TR* (1-stream)
|
GFLOPS per prediction
|
0.11
|
# 16
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
CoAGCN* (2-stream)
|
Accuracy
|
27.5
|
# 38
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
CoAGCN* (2-stream)
|
GFLOPS per prediction
|
0.25
|
# 10
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
CoAGCN* (1-stream)
|
Accuracy
|
23.3
|
# 40
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
CoAGCN* (1-stream)
|
GFLOPS per prediction
|
0.12
|
# 15
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
CoST-GCN* (2-stream)
|
Accuracy
|
32.2
|
# 31
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
CoST-GCN* (2-stream)
|
GFLOPS per prediction
|
0.22
|
# 11
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
CoST-GCN* (1-stream)
|
Accuracy
|
30.2
|
# 35
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
CoST-GCN* (1-stream)
|
GFLOPS per prediction
|
0.11
|
# 16
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
S-TR (2-stream)
|
Accuracy
|
34.7
|
# 22
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
S-TR (2-stream)
|
GFLOPS per prediction
|
23.24
|
# 3
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
S-TR (1-stream)
|
Accuracy
|
32
|
# 32
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
S-TR (1-stream)
|
GFLOPS per prediction
|
11.62
|
# 6
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
AGCN (2-stream)
|
Accuracy
|
36.9
|
# 16
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
AGCN (2-stream)
|
GFLOPS per prediction
|
26.91
|
# 1
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
AGCN (1-stream)
|
Accuracy
|
35
|
# 19
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
AGCN (1-stream)
|
GFLOPS per prediction
|
13.45
|
# 4
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
ST-GCN (2-stream)
|
Accuracy
|
34.4
|
# 23
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
ST-GCN (2-stream)
|
GFLOPS per prediction
|
24.09
|
# 2
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
ST-GCN (1-stream)
|
Accuracy
|
33.4
|
# 27
|
|
Skeleton Based Action Recognition
|
Kinetics-Skeleton dataset
|
ST-GCN (1-stream)
|
GFLOPS per prediction
|
12.04
|
# 5
|
|
Skeleton Based Action Recognition
|
NTU RGB+D
|
CoS-TR* (2-stream)
|
Accuracy (CV)
|
94.8
|
# 52
|
|
Skeleton Based Action Recognition
|
NTU RGB+D
|
CoS-TR* (2-stream)
|
Accuracy (CS)
|
88.9
|
# 53
|
|
Skeleton Based Action Recognition
|
NTU RGB+D
|
CoS-TR* (2-stream)
|
GFLOPs per pred
|
0.3
|
# 4
|
|
Skeleton Based Action Recognition
|
NTU RGB+D
|
CoST-GCN* (2-stream)
|
Accuracy (CV)
|
95
|
# 48
|
|
Skeleton Based Action Recognition
|
NTU RGB+D
|
CoST-GCN* (2-stream)
|
Accuracy (CS)
|
88.3
|
# 56
|
|
Skeleton Based Action Recognition
|
NTU RGB+D
|
CoST-GCN* (2-stream)
|
GFLOPs per pred
|
0.32
|
# 3
|
|
Skeleton Based Action Recognition
|
NTU RGB+D
|
CoST-GCN*
|
Accuracy (CV)
|
93.8
|
# 59
|
|
Skeleton Based Action Recognition
|
NTU RGB+D
|
CoST-GCN*
|
Accuracy (CS)
|
86.3
|
# 69
|
|
Skeleton Based Action Recognition
|
NTU RGB+D
|
CoST-GCN*
|
GFLOPs per pred
|
0.16
|
# 5
|
|
Skeleton Based Action Recognition
|
NTU RGB+D
|
CoS-TR*
|
Accuracy (CV)
|
92.4
|
# 76
|
|
Skeleton Based Action Recognition
|
NTU RGB+D
|
CoS-TR*
|
Accuracy (CS)
|
86.3
|
# 69
|
|
Skeleton Based Action Recognition
|
NTU RGB+D
|
CoS-TR*
|
GFLOPs per pred
|
0.15
|
# 6
|
|
Skeleton Based Action Recognition
|
NTU RGB+D
|
CoAGCN* (2-stream)
|
Accuracy (CV)
|
93.1
|
# 71
|
|
Skeleton Based Action Recognition
|
NTU RGB+D
|
CoAGCN* (2-stream)
|
Accuracy (CS)
|
86.0
|
# 72
|
|
Skeleton Based Action Recognition
|
NTU RGB+D
|
CoAGCN* (2-stream)
|
GFLOPs per pred
|
0.44
|
# 2
|
|
Skeleton Based Action Recognition
|
NTU RGB+D
|
ST-GCN
|
Accuracy (CV)
|
93.4
|
# 64
|
|
Skeleton Based Action Recognition
|
NTU RGB+D
|
ST-GCN
|
Accuracy (CS)
|
86
|
# 72
|
|
Skeleton Based Action Recognition
|
NTU RGB+D
|
ST-GCN
|
GFLOPs per pred
|
16.73
|
# 1
|
|
Skeleton Based Action Recognition
|
NTU RGB+D
|
CoAGCN*
|
Accuracy (CV)
|
92.6
|
# 75
|
|
Skeleton Based Action Recognition
|
NTU RGB+D
|
CoAGCN*
|
Accuracy (CS)
|
84.1
|
# 84
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
S-TR (2-stream)
|
Accuracy (Cross-Subject)
|
84.8
|
# 36
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
S-TR (2-stream)
|
Accuracy (Cross-Setup)
|
86.2
|
# 36
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
S-TR (2-stream)
|
GFLOPS per prediction
|
32.4
|
# 3
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
S-TR (1-stream)
|
Accuracy (Cross-Subject)
|
80.2
|
# 46
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
S-TR (1-stream)
|
Accuracy (Cross-Setup)
|
81.8
|
# 46
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
S-TR (1-stream)
|
GFLOPS per prediction
|
16.2
|
# 6
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
AGCN (2-stream)
|
Accuracy (Cross-Subject)
|
84
|
# 39
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
AGCN (2-stream)
|
Accuracy (Cross-Setup)
|
85.4
|
# 39
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
AGCN (2-stream)
|
GFLOPS per prediction
|
37.38
|
# 1
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
AGCN (1-stream)
|
Accuracy (Cross-Subject)
|
79.7
|
# 47
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
AGCN (1-stream)
|
Accuracy (Cross-Setup)
|
80.7
|
# 49
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
AGCN (1-stream)
|
GFLOPS per prediction
|
18.69
|
# 4
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
ST-GCN (2-stream)
|
Accuracy (Cross-Subject)
|
83.7
|
# 41
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
ST-GCN (2-stream)
|
Accuracy (Cross-Setup)
|
85.1
|
# 40
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
ST-GCN (2-stream)
|
GFLOPS per prediction
|
33.46
|
# 2
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
ST-GCN (1-stream)
|
Accuracy (Cross-Subject)
|
79
|
# 50
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
ST-GCN (1-stream)
|
GFLOPS per prediction
|
16.73
|
# 5
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
CoST-GCN* (2-stream)
|
Accuracy (Cross-Subject)
|
84.0
|
# 39
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
CoST-GCN* (2-stream)
|
Accuracy (Cross-Setup)
|
85.5
|
# 38
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
CoST-GCN* (2-stream)
|
GFLOPS per prediction
|
0.32
|
# 8
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
CoS-TR* (2-stream)
|
Accuracy (Cross-Subject)
|
84.8
|
# 36
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
CoS-TR* (2-stream)
|
Accuracy (Cross-Setup)
|
86.1
|
# 37
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
CoS-TR* (2-stream)
|
GFLOPS per prediction
|
0.3
|
# 9
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
CoS-TR* (1-stream)
|
Accuracy (Cross-Subject)
|
79.7
|
# 47
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
CoS-TR* (1-stream)
|
Accuracy (Cross-Setup)
|
81.7
|
# 47
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
CoS-TR* (1-stream)
|
GFLOPS per prediction
|
0.15
|
# 12
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
CoAGCN* (2-stream)
|
Accuracy (Cross-Subject)
|
80.4
|
# 45
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
CoAGCN* (2-stream)
|
Accuracy (Cross-Setup)
|
82
|
# 45
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
CoAGCN* (2-stream)
|
GFLOPS per prediction
|
0.44
|
# 7
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
CoAGCN* (1-stream)
|
Accuracy (Cross-Subject)
|
77.3
|
# 52
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
CoAGCN* (1-stream)
|
Accuracy (Cross-Setup)
|
79.1
|
# 51
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
CoAGCN* (1-stream)
|
GFLOPS per prediction
|
0.22
|
# 10
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
CoST-GCN* (1-stream)
|
Accuracy (Cross-Subject)
|
79.4
|
# 49
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
CoST-GCN* (1-stream)
|
Accuracy (Cross-Setup)
|
81.6
|
# 48
|
|
Skeleton Based Action Recognition
|
NTU RGB+D 120
|
CoST-GCN* (1-stream)
|
GFLOPS per prediction
|
0.16
|
# 11
|
|