task_path
stringlengths
3
199
dataset
stringlengths
1
128
model_name
stringlengths
1
223
paper_url
stringlengths
21
601
metric_name
stringlengths
1
50
metric_value
stringlengths
1
9.22k
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
PR-GCN
https://arxiv.org/abs/2010.07367v2
Accuracy
33.7
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
ST-GR
https://doi.org/10.1609/aaai.v33i01.33018561
Accuracy
33.6
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
AR-GCN
https://doi.org/10.1145/3372806.3372814
Accuracy
33.5
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
ST-GCN (1-stream)
https://arxiv.org/abs/2203.11009v2
Accuracy
33.4
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
ST-GCN (1-stream)
https://arxiv.org/abs/2203.11009v2
GFLOPS per prediction
12.04
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
CoST-GCN (2-stream)
https://arxiv.org/abs/2203.11009v2
Accuracy
33.1
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
CoST-GCN (2-stream)
https://arxiv.org/abs/2203.11009v2
GFLOPS per prediction
0.32
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
CoAGCN (1-stream)
https://arxiv.org/abs/2203.11009v2
Accuracy
33
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
CoAGCN (1-stream)
https://arxiv.org/abs/2203.11009v2
GFLOPS per prediction
0.18
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
CoS-TR (2-stream)
https://arxiv.org/abs/2203.11009v2
Accuracy
32.7
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
CoS-TR (2-stream)
https://arxiv.org/abs/2203.11009v2
GFLOPS per prediction
0.31
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
CoST-GCN* (2-stream)
https://arxiv.org/abs/2203.11009v2
Accuracy
32.2
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
CoST-GCN* (2-stream)
https://arxiv.org/abs/2203.11009v2
GFLOPS per prediction
0.22
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
S-TR (1-stream)
https://arxiv.org/abs/2203.11009v2
Accuracy
32
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
S-TR (1-stream)
https://arxiv.org/abs/2203.11009v2
GFLOPS per prediction
11.62
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
CoST-GCN (1-stream)
https://arxiv.org/abs/2203.11009v2
Accuracy
31.8
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
CoST-GCN (1-stream)
https://arxiv.org/abs/2203.11009v2
GFLOPS per prediction
0.16
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
Ours-Conv-Chiral
https://arxiv.org/abs/1911.00029v1
Accuracy
30.9
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
CoST-GCN* (1-stream)
https://arxiv.org/abs/2203.11009v2
Accuracy
30.2
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
CoST-GCN* (1-stream)
https://arxiv.org/abs/2203.11009v2
GFLOPS per prediction
0.11
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
CoS-TR* (2-stream)
https://arxiv.org/abs/2203.11009v2
Accuracy
29.9
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
CoS-TR* (2-stream)
https://arxiv.org/abs/2203.11009v2
GFLOPS per prediction
0.22
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
CoS-TR (1-stream)
https://arxiv.org/abs/2203.11009v2
Accuracy
29.7
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
CoAGCN* (2-stream)
https://arxiv.org/abs/2203.11009v2
Accuracy
27.5
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
CoAGCN* (2-stream)
https://arxiv.org/abs/2203.11009v2
GFLOPS per prediction
0.25
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
CoS-TR* (1-stream)
https://arxiv.org/abs/2203.11009v2
Accuracy
27.4
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
CoS-TR* (1-stream)
https://arxiv.org/abs/2203.11009v2
GFLOPS per prediction
0.11
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
CoAGCN* (1-stream)
https://arxiv.org/abs/2203.11009v2
Accuracy
23.3
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
CoAGCN* (1-stream)
https://arxiv.org/abs/2203.11009v2
GFLOPS per prediction
0.12
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
Kinetics-Skeleton dataset
CoAGCN (2-stream)
https://arxiv.org/abs/2203.11009v2
GFLOPS per prediction
0.36
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
UCF101
Structured Keypoint Pooling
https://arxiv.org/abs/2303.15270v1
Accuracy
87.8
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
UAV-Human
HDBN
https://arxiv.org/abs/2404.15719v2
CSv1(%)
47.96
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
UAV-Human
HDBN
https://arxiv.org/abs/2404.15719v2
CSv2(%)
75.36
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
UAV-Human
DSCNet (RGB + Pose)
https://www.sciencedirect.com/science/article/pii/S0957417423035637
CSv1(%)
47.3
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
UAV-Human
DSCNet (RGB + Pose)
https://www.sciencedirect.com/science/article/pii/S0957417423035637
CSv2(%)
71.1
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
UAV-Human
TD-GCN
https://ieeexplore.ieee.org/abstract/document/10113233/
CSv1(%)
45.43
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
UAV-Human
TD-GCN
https://ieeexplore.ieee.org/abstract/document/10113233/
CSv2(%)
72.86
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
UAV-Human
MSSTNet
https://link.springer.com/article/10.1007/s10044-023-01156-w#Sec8
CSv1(%)
43.0
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
UAV-Human
MSSTNet
https://link.springer.com/article/10.1007/s10044-023-01156-w#Sec8
CSv2(%)
70.1
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
UAV-Human
Shift-GCN
http://openaccess.thecvf.com/content_CVPR_2020/html/Cheng_Skeleton-Based_Action_Recognition_With_Shift_Graph_Convolutional_Network_CVPR_2020_paper.html
CSv1(%)
37.98
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
UAV-Human
Shift-GCN
http://openaccess.thecvf.com/content_CVPR_2020/html/Cheng_Skeleton-Based_Action_Recognition_With_Shift_Graph_Convolutional_Network_CVPR_2020_paper.html
CSv2(%)
67.04
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
UAV-Human
HARD-Net
https://www.ecva.net/papers/eccv_2020/papers_ECCV/html/1360_ECCV_2020_paper.php
CSv1(%)
36.97
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
UAV-Human
2S-AGCN
https://arxiv.org/abs/1805.07694v3
CSv1(%)
34.84
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
UAV-Human
2S-AGCN
https://arxiv.org/abs/1805.07694v3
CSv2(%)
66.68
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
UAV-Human
ST-GCN
http://arxiv.org/abs/1801.07455v2
CSv1(%)
30.25
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
UAV-Human
ST-GCN
http://arxiv.org/abs/1801.07455v2
CSv2(%)
56.14
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
UAV-Human
DGNN
http://openaccess.thecvf.com/content_CVPR_2019/html/Shi_Skeleton-Based_Action_Recognition_With_Directed_Graph_Neural_Networks_CVPR_2019_paper.html
CSv1(%)
29.90
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
SHREC 2017 track on 3D Hand Gesture Recognition
RE-TCN
https://arxiv.org/abs/2503.23214v1
28 gestures accuracy
99.95
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
SHREC 2017 track on 3D Hand Gesture Recognition
RE-TCN
https://arxiv.org/abs/2503.23214v1
14 gestures accuracy
99.85
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
SHREC 2017 track on 3D Hand Gesture Recognition
RE-TCN
https://arxiv.org/abs/2503.23214v1
No. Parameters
1.25
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
SHREC 2017 track on 3D Hand Gesture Recognition
DSTSA-GCN
https://arxiv.org/abs/2501.12086v1
28 gestures accuracy
95.37
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
SHREC 2017 track on 3D Hand Gesture Recognition
DSTSA-GCN
https://arxiv.org/abs/2501.12086v1
14 gestures accuracy
97.74
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
SHREC 2017 track on 3D Hand Gesture Recognition
TD-GCN
https://ieeexplore.ieee.org/abstract/document/10113233/
28 gestures accuracy
95.36
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
SHREC 2017 track on 3D Hand Gesture Recognition
TD-GCN
https://ieeexplore.ieee.org/abstract/document/10113233/
14 gestures accuracy
97.02
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
SHREC 2017 track on 3D Hand Gesture Recognition
HT-ConvNet
https://www.researchgate.net/publication/387230107_Hierarchical_Temporal_Convolution_Network_Towards_Privacy-Centric_Activity_Recognition
28 gestures accuracy
94.3
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
SHREC 2017 track on 3D Hand Gesture Recognition
HT-ConvNet
https://www.researchgate.net/publication/387230107_Hierarchical_Temporal_Convolution_Network_Towards_Privacy-Centric_Activity_Recognition
14 gestures accuracy
97.1
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
SHREC 2017 track on 3D Hand Gesture Recognition
HT-ConvNet
https://www.researchgate.net/publication/387230107_Hierarchical_Temporal_Convolution_Network_Towards_Privacy-Centric_Activity_Recognition
No. Parameters
1.75
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
SHREC 2017 track on 3D Hand Gesture Recognition
TCN-Summ
https://arxiv.org/abs/2103.02303v3
28 gestures accuracy
91.43
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
SHREC 2017 track on 3D Hand Gesture Recognition
TCN-Summ
https://arxiv.org/abs/2103.02303v3
14 gestures accuracy
93.57
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
SHREC 2017 track on 3D Hand Gesture Recognition
STA-Res-TCN
https://link.springer.com/chapter/10.1007/978-3-030-11024-6_18
28 gestures accuracy
90.7
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
SHREC 2017 track on 3D Hand Gesture Recognition
STA-Res-TCN
https://link.springer.com/chapter/10.1007/978-3-030-11024-6_18
14 gestures accuracy
93.6
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
SHREC 2017 track on 3D Hand Gesture Recognition
STA-Res-TCN
https://link.springer.com/chapter/10.1007/978-3-030-11024-6_18
Speed (FPS)
161
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
SHREC 2017 track on 3D Hand Gesture Recognition
MFA-Net
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6359639/
28 gestures accuracy
86.6
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
SHREC 2017 track on 3D Hand Gesture Recognition
MFA-Net
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6359639/
14 gestures accuracy
91.3
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
SHREC 2017 track on 3D Hand Gesture Recognition
MFA-Net
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6359639/
Speed (FPS)
361
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
N-UCLA
DSCNet (RGB + Pose)
https://www.sciencedirect.com/science/article/pii/S0957417423035637
Accuracy
99.1
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
N-UCLA
SkateFormer
https://arxiv.org/abs/2403.09508v3
Accuracy
98.3
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
N-UCLA
LA-GCN
https://arxiv.org/abs/2305.12398v1
Accuracy
97.6
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
N-UCLA
MMCL
https://arxiv.org/abs/2407.15706v6
Accuracy
97.5
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
N-UCLA
TD-GCN
https://ieeexplore.ieee.org/abstract/document/10113233/
Accuracy
97.4
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
N-UCLA
Action Capsules
https://arxiv.org/abs/2301.13090v1
Accuracy
97.3
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
N-UCLA
LST
https://arxiv.org/abs/2208.05318v2
Accuracy
97.2
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
N-UCLA
HD-GCN
https://arxiv.org/abs/2208.10741v3
Accuracy
97.2
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
N-UCLA
InfoGCN
http://openaccess.thecvf.com//content/CVPR2022/html/Chi_InfoGCN_Representation_Learning_for_Human_Skeleton-Based_Action_Recognition_CVPR_2022_paper.html
Accuracy
97.0
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
N-UCLA
TCA-GCN
https://arxiv.org/abs/2205.15936v2
Accuracy
97.0
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
N-UCLA
DSTSA-GCN
https://arxiv.org/abs/2501.12086v1
Accuracy
96.98
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
N-UCLA
JPFormer
https://www.sciencedirect.com/science/article/pii/S0165168424002111
Accuracy
96.7
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
N-UCLA
CTR-GCN
https://arxiv.org/abs/2107.12213v2
Accuracy
96.5
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
N-UCLA
RE-TCN
https://arxiv.org/abs/2503.23214v1
Accuracy
96.34%
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
N-UCLA
RE-TCN
https://arxiv.org/abs/2503.23214v1
Data Modality (Joint, Bone, Motion)
Joint
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
N-UCLA
TD-GDSCN
https://www.researchgate.net/publication/383206363_Action_Recognition_for_Privacy-Preserving_Ambient_Assisted_Living
Accuracy
95.69
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
N-UCLA
TD-GDSCN
https://www.researchgate.net/publication/383206363_Action_Recognition_for_Privacy-Preserving_Ambient_Assisted_Living
Data Modality (Joint, Bone, Motion)
Joint
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
N-UCLA
MSSTNet
https://link.springer.com/article/10.1007/s10044-023-01156-w#Sec8
Accuracy
95.3
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
N-UCLA
Hierarchical Action Classification (RGB + Pose)
https://arxiv.org/abs/2007.15244v1
Accuracy
93.99
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
N-UCLA
MMNet (RGB + Pose)
https://ieeexplore.ieee.org/abstract/document/9782511
Accuracy
93.7
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
N-UCLA
VPN (RGB + Pose)
https://arxiv.org/abs/2007.03056v1
Accuracy
93.5
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
N-UCLA
VPN++ (RGB + Pose)
https://arxiv.org/abs/2105.08141v1
Accuracy
93.5
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
N-UCLA
SGN
https://arxiv.org/abs/1904.01189v3
Accuracy
92.5%
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
N-UCLA
Action Machine
http://arxiv.org/abs/1812.05770v2
Accuracy
92.3%
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
N-UCLA
EleAtt-GRU (aug.)
https://arxiv.org/abs/1909.01939v1
Accuracy
90.7%
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
N-UCLA
VA-fusion (aug.)
https://arxiv.org/abs/1804.07453v3
Accuracy
88.1%
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
N-UCLA
Glimpse Clouds
http://arxiv.org/abs/1802.07898v4
Accuracy
87.6%
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
UT-Kinect
Temporal Subspace Clustering
https://arxiv.org/abs/2006.11812v1
Accuracy
99.50%
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
UT-Kinect
SCK⊕+DCK⊕
https://arxiv.org/abs/2012.14371v3
Accuracy
99.2
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
UT-Kinect
Complete GR-GCN
http://arxiv.org/abs/1811.12013v2
Accuracy
98.5%
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
UT-Kinect
DPRL
http://openaccess.thecvf.com/content_cvpr_2018/html/Tang_Deep_Progressive_Reinforcement_CVPR_2018_paper.html
Accuracy
98.5%
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
UT-Kinect
SCK+DCK
https://arxiv.org/abs/2012.14371v3
Accuracy
98.2
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
UT-Kinect
Lie Group
https://doi.org/10.1109/CVPR.2014.82
Accuracy
97.1%
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
UT-Kinect
GFT
https://doi.org/10.1109/ICIP.2019.8803186
Accuracy
96%
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
Hulk(Finetune, ViT-L)
https://arxiv.org/abs/2312.01697v4
Accuracy (CS)
94.3