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Action Recognition on NTU RGB+D 60 (cross-view)

99.6Accuracy

RGBPose-Conv3D

Updated 1d ago

Evaluation Results

Method	Links
RGBPose-Conv3D 2021.04		99.6
PoseC3D 2022.10		99.6
PoseC3D 2023.11		99.6
VPFN++ + 3D Poses + OF 2021.05		99.1
VPN++ + 3D Poses 2021.05		99.1
VPFN++ + 3D Poses + OF 2021.05		99.1
VPN++ + 3D Poses 2023.11		99.1
RNX3D101+MS-AAGCN 2021.05		99
π-ViT + 3D Poses 2023.11		99
Method [14] 2021.04		98.9
ViewCon 2023.11		98.9
Inflated ResNet with Hierarchical Classification 2020.07		98.79
3Mformer 2023.11		98.7
DG-STGCN 2022.10		98.6
SKE2GRID 2025.05		98.6
ST-GCN++ 2022.10		98.5
2s DG-STGCN 2022.10		98.5
KAN-HyperpointNet 2026.06		98.4
X3D-UGT 2026.02		98.31
VPFN++ + 3D Poses 2021.05		98.2
VPFN++ + 3D Poses 2021.05		98.2
DVANet 2026.02		98.2
VPN++ 2021.05		98.1
VPN++ + 3D Poses 2021.05		98.1
VPN++ + 3D Poses 2021.05		98.1
VPN (RNX3D101) 2021.05		98
VPN 2022.10		98
VPN 2023.11		98
ViewCon 2023.11		98
Shah et al. (2023) 2026.02		98
3D-Def-Transformer 2023.11		97.9
π-ViT 2023.11		97.9
TimeSformer + 3D-SIM 2023.11		97.8
EPP-Net 2024.01		97.7
Zhu et al. (2019) 2026.02		97.7
ACLNet 2026.01		97.7
EPP-Net (J+B+P) 2024.01		97.6
HiOD 2026.02		97.6
SequentialPointNet 2026.06		97.6
DG-STGCN 2022.10		97.5
DG-STGCN 2025.05		97.5
DS-GCN 2026.01		97.5
ST-GCN++ 2022.10		97.4
TSMF 2024.01		97.4
FreqMixFormer 2024.07		97.4
ST-GCN++ 2025.05		97.4
DG-STGCN(A0.66) 2025.05		97.4
2s DG-STGCN 2022.10		97.3
STEP-CATFormer 2024.07		97.3
FreqMixFormer 2024.07		97.3
DG-STGCN(S0.6) 2025.05		97.3
DG-STGCN(S0.8) 2025.05		97.3
HyperPointNet 2026.06		97.3
PST-Transformer MotionPDE 2026.06		97.24
Action Machine 2020.07		97.2
VFN++ + OF 2021.05		97.2
TimeSformer 2023.11		97.2
LA-GCN 2024.01		97.2
WDCE-Net 2024.07		97.2
HD-GCN 2024.07		97.2
HD-GCN 2026.01		97.2
VA-AR 2026.01		97.2
PoseConv3D (J+L) 2021.04		97.1
DDGCN 2022.08		97.1
DDGCN 2022.05		97.1
PoseC3D 2022.10		97.1
InfoGCN 2022.10		97.1
InfoGCN 2023.11		97.1
InfoGCN 2024.01		97.1
Info-GCN 2024.07		97.1
STC-Net 2024.07		97.1
Shap-Mix 2024.07		97.1
InfoGCN 2024.07		97.1
SkeMixFormer 2024.07		97.1
PoseConv3D 2025.05		97.1
DG-STGCN(S0.95) 2025.05		97.1
InfoGCN 2026.01		97.1
SkeletonGCL 2026.01		97.1
DSTSA-GCN 2025.01		97.03
PSTNet++ MotionPDE 2026.06		97.01
TCA-GCN 2022.05		97
TimeSformer + 2D-SIM 2023.11		97
LST 2024.01		97
HD-GCN 2024.07		97
HD-GCN 2024.07		97
TranSkeleton 2024.07		97
BlockGCN 2025.01		97
BlockGCN 2026.02		97
BlockGCN 2026.01		97
TCA-GCN 2022.05		96.9
InfoGCN 2022.11		96.9
Info-GCN 2024.07		96.9
StreamGCN 2024.07		96.9
Stream-GCN 2024.07		96.9
InfoGCN 2024.07		96.9
SkeMixFormer 2024.07		96.9
CTR-GCN 2022.08		96.8
CTR-GCN 2022.05		96.8
CTR-GCN 2022.10		96.8
CTR-GCN 2022.10		96.8

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