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9.22k
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
PoseC3D [3D Heatmap]
https://arxiv.org/abs/2104.13586v2
Accuracy (CV)
97.1
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
PoseC3D [3D Heatmap]
https://arxiv.org/abs/2104.13586v2
Accuracy (CS)
94.1
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
PoseC3D [3D Heatmap]
https://arxiv.org/abs/2104.13586v2
Ensembled Modalities
2
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
Hulk(Finetune, ViT-B)
https://arxiv.org/abs/2312.01697v4
Accuracy (CS)
94
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
MaskCLR
http://openaccess.thecvf.com//content/CVPR2024/html/Abdelfattah_MaskCLR_Attention-Guided_Contrastive_Learning_for_Robust_Action_Representation_Learning_CVPR_2024_paper.html
Accuracy (CV)
97.3
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
MaskCLR
http://openaccess.thecvf.com//content/CVPR2024/html/Abdelfattah_MaskCLR_Attention-Guided_Contrastive_Learning_for_Robust_Action_Representation_Learning_CVPR_2024_paper.html
Accuracy (CS)
93.9
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
ProtoGCN
https://arxiv.org/abs/2411.18941v1
Accuracy (CV)
97.8
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
ProtoGCN
https://arxiv.org/abs/2411.18941v1
Accuracy (CS)
93.8
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
ProtoGCN
https://arxiv.org/abs/2411.18941v1
Ensembled Modalities
6
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
JMDA (based on Skeleton MixFormer)
https://doi.org/10.1145/3700878
Accuracy (CV)
97.2
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
JMDA (based on Skeleton MixFormer)
https://doi.org/10.1145/3700878
Accuracy (CS)
93.7
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
Shap-Mix
https://arxiv.org/abs/2407.12312v1
Accuracy (CV)
97.1
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
Shap-Mix
https://arxiv.org/abs/2407.12312v1
Accuracy (CS)
93.7
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
Shap-Mix
https://arxiv.org/abs/2407.12312v1
Ensembled Modalities
4
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
MSA-GCN
https://ieeexplore.ieee.org/document/10807218
Accuracy (CV)
97.4
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
MSA-GCN
https://ieeexplore.ieee.org/document/10807218
Accuracy (CS)
93.6
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
MSA-GCN
https://ieeexplore.ieee.org/document/10807218
Ensembled Modalities
6
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
DeGCN
https://ieeexplore.ieee.org/document/10478824
Accuracy (CV)
97.4
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
DeGCN
https://ieeexplore.ieee.org/document/10478824
Accuracy (CS)
93.6
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
FreqMixFormer
https://arxiv.org/abs/2407.12322v3
Accuracy (CS)
93.6
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
SkateFormer
https://arxiv.org/abs/2403.09508v3
Accuracy (CV)
97.8
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
SkateFormer
https://arxiv.org/abs/2403.09508v3
Accuracy (CS)
93.5
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
SkateFormer
https://arxiv.org/abs/2403.09508v3
Ensembled Modalities
4
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
MMCL
https://arxiv.org/abs/2407.15706v6
Accuracy (CV)
97.4
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
MMCL
https://arxiv.org/abs/2407.15706v6
Accuracy (CS)
93.5
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
MMCL
https://arxiv.org/abs/2407.15706v6
Ensembled Modalities
6
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
LA-GCN
https://arxiv.org/abs/2305.12398v1
Accuracy (CV)
97.2
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
LA-GCN
https://arxiv.org/abs/2305.12398v1
Accuracy (CS)
93.5
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
LA-GCN
https://arxiv.org/abs/2305.12398v1
Ensembled Modalities
6
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
HD-GCN
https://arxiv.org/abs/2208.10741v3
Accuracy (CV)
97.2
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
HD-GCN
https://arxiv.org/abs/2208.10741v3
Accuracy (CS)
93.4
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
HD-GCN
https://arxiv.org/abs/2208.10741v3
Ensembled Modalities
6
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
DG-STGCN
https://arxiv.org/abs/2210.05895v1
Accuracy (CV)
97.5
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
DG-STGCN
https://arxiv.org/abs/2210.05895v1
Accuracy (CS)
93.2
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
DG-STGCN
https://arxiv.org/abs/2210.05895v1
Ensembled Modalities
4
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
STEP-CATFormer
https://arxiv.org/abs/2312.03288v1
Accuracy (CV)
97.3
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
STEP-CATFormer
https://arxiv.org/abs/2312.03288v1
Accuracy (CS)
93.2
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
STEP-CATFormer
https://arxiv.org/abs/2312.03288v1
Ensembled Modalities
4
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
JPFormer
https://www.sciencedirect.com/science/article/pii/S0165168424002111
Accuracy (CV)
96.9
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
JPFormer
https://www.sciencedirect.com/science/article/pii/S0165168424002111
Accuracy (CS)
93.2
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
JPFormer
https://www.sciencedirect.com/science/article/pii/S0165168424002111
Ensembled Modalities
4
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
MAMP
https://arxiv.org/abs/2308.07092v1
Accuracy (CV)
97.5
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
MAMP
https://arxiv.org/abs/2308.07092v1
Accuracy (CS)
93.1
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
SkeletonGCL (based on CTR-GCN)
https://arxiv.org/abs/2301.10900v2
Accuracy (CV)
97.0
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
SkeletonGCL (based on CTR-GCN)
https://arxiv.org/abs/2301.10900v2
Accuracy (CS)
93.1
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
SkeletonGCL (based on CTR-GCN)
https://arxiv.org/abs/2301.10900v2
Ensembled Modalities
4
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
BlockGCN
http://openaccess.thecvf.com//content/CVPR2024/html/Zhou_BlockGCN_Redefine_Topology_Awareness_for_Skeleton-Based_Action_Recognition_CVPR_2024_paper.html
Accuracy (CV)
97.0
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
BlockGCN
http://openaccess.thecvf.com//content/CVPR2024/html/Zhou_BlockGCN_Redefine_Topology_Awareness_for_Skeleton-Based_Action_Recognition_CVPR_2024_paper.html
Accuracy (CS)
93.1
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
MotionBert (finetune)
https://arxiv.org/abs/2210.06551v5
Accuracy (CV)
97.2
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
MotionBert (finetune)
https://arxiv.org/abs/2210.06551v5
Accuracy (CS)
93.0
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
InfoGCN
http://openaccess.thecvf.com//content/CVPR2022/html/Chi_InfoGCN_Representation_Learning_for_Human_Skeleton-Based_Action_Recognition_CVPR_2022_paper.html
Accuracy (CV)
97.1
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
InfoGCN
http://openaccess.thecvf.com//content/CVPR2022/html/Chi_InfoGCN_Representation_Learning_for_Human_Skeleton-Based_Action_Recognition_CVPR_2022_paper.html
Accuracy (CS)
93.0
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
InfoGCN
http://openaccess.thecvf.com//content/CVPR2022/html/Chi_InfoGCN_Representation_Learning_for_Human_Skeleton-Based_Action_Recognition_CVPR_2022_paper.html
Ensembled Modalities
6
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
LST
https://arxiv.org/abs/2208.05318v2
Accuracy (CV)
97
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
LST
https://arxiv.org/abs/2208.05318v2
Accuracy (CS)
92.9
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
LST
https://arxiv.org/abs/2208.05318v2
Ensembled Modalities
4
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
Stream-GCN
https://arxiv.org/abs/2306.07576v1
Accuracy (CV)
96.9
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
Stream-GCN
https://arxiv.org/abs/2306.07576v1
Accuracy (CS)
92.9
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
PSUMNet
https://arxiv.org/abs/2208.05775v1
Accuracy (CV)
96.7
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
PSUMNet
https://arxiv.org/abs/2208.05775v1
Accuracy (CS)
92.9
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
Hyperformer
https://arxiv.org/abs/2211.09590v5
Accuracy (CV)
96.5
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
Hyperformer
https://arxiv.org/abs/2211.09590v5
Accuracy (CS)
92.9
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
Hyperformer
https://arxiv.org/abs/2211.09590v5
Ensembled Modalities
4
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
STGAT
https://arxiv.org/abs/2208.08599v2
Accuracy (CV)
97.3
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
STGAT
https://arxiv.org/abs/2208.08599v2
Accuracy (CS)
92.8
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
STGAT
https://arxiv.org/abs/2208.08599v2
Ensembled Modalities
4
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
TCA-GCN
https://arxiv.org/abs/2205.15936v2
Accuracy (CV)
97.0
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
TCA-GCN
https://arxiv.org/abs/2205.15936v2
Accuracy (CS)
92.8
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
TCA-GCN
https://arxiv.org/abs/2205.15936v2
Ensembled Modalities
4
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
TD-GCN
https://ieeexplore.ieee.org/abstract/document/10113233/
Accuracy (CV)
96.8
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
TD-GCN
https://ieeexplore.ieee.org/abstract/document/10113233/
Accuracy (CS)
92.8
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
TD-GCN
https://ieeexplore.ieee.org/abstract/document/10113233/
Ensembled Modalities
4
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
DSTSA-GCN
https://arxiv.org/abs/2501.12086v1
Accuracy (CV)
97.03
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
DSTSA-GCN
https://arxiv.org/abs/2501.12086v1
Accuracy (CS)
92.78
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
DSTSA-GCN
https://arxiv.org/abs/2501.12086v1
Ensembled Modalities
4
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
MSSTNet
https://link.springer.com/article/10.1007/s10044-023-01156-w#Sec8
Accuracy (CV)
97.8
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
MSSTNet
https://link.springer.com/article/10.1007/s10044-023-01156-w#Sec8
Accuracy (CS)
92.6
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
ST-GCN++ [PYSKL, 3D Skeleton]
https://arxiv.org/abs/2205.09443v1
Accuracy (CV)
97.4
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
ST-GCN++ [PYSKL, 3D Skeleton]
https://arxiv.org/abs/2205.09443v1
Accuracy (CS)
92.6
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
ST-GCN++ [PYSKL, 3D Skeleton]
https://arxiv.org/abs/2205.09443v1
Ensembled Modalities
4
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
CTR-GCN
https://arxiv.org/abs/2107.12213v2
Accuracy (CV)
96.8
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
CTR-GCN
https://arxiv.org/abs/2107.12213v2
Accuracy (CS)
92.4
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
CTR-GCN
https://arxiv.org/abs/2107.12213v2
Ensembled Modalities
4
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
EfficientGCN-B4
https://arxiv.org/abs/2106.15125v2
Accuracy (CV)
96.1
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
EfficientGCN-B4
https://arxiv.org/abs/2106.15125v2
Accuracy (CS)
92.1
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
DualHead-Net
https://arxiv.org/abs/2108.04536v1
Accuracy (CV)
96.6
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
DualHead-Net
https://arxiv.org/abs/2108.04536v1
Accuracy (CS)
92.0
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
AngNet-JA + BA + JBA + VJBA
https://arxiv.org/abs/2105.01563v5
Accuracy (CV)
96.4
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
AngNet-JA + BA + JBA + VJBA
https://arxiv.org/abs/2105.01563v5
Accuracy (CS)
91.7
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
Skeletal GNN
https://arxiv.org/abs/2108.07181v2
Accuracy (CV)
96.7
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
Skeletal GNN
https://arxiv.org/abs/2108.07181v2
Accuracy (CS)
91.6
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
Skeletal GNN
https://arxiv.org/abs/2108.07181v2
Ensembled Modalities
4
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
SCK⊕
https://arxiv.org/abs/2012.14371v3
Accuracy (CV)
94.75
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
SCK⊕
https://arxiv.org/abs/2012.14371v3
Accuracy (CS)
91.56
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
DSTA-Net
https://arxiv.org/abs/2007.03263v1
Accuracy (CV)
96.4
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
DSTA-Net
https://arxiv.org/abs/2007.03263v1
Accuracy (CS)
91.5
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
MS-G3D Net
https://arxiv.org/abs/2003.14111v2
Accuracy (CV)
96.2
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
MS-G3D Net
https://arxiv.org/abs/2003.14111v2
Accuracy (CS)
91.5
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
Dynamic GCN
https://arxiv.org/abs/2007.14690v1
Accuracy (CV)
96.0
Video > Temporal Action Localization > 3D Action Recognition > Skeleton Based Action Recognition
NTU RGB+D
Dynamic GCN
https://arxiv.org/abs/2007.14690v1
Accuracy (CS)
91.5