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Action Recognition on NTU RGB+D 120 (Cross-Subject)

94.85Accuracy

ENConvLSTM

Updated 1d ago

Evaluation Results

Method
ENConvLSTM 2025.01	94.85	-
Inflated ResNet with Hierarchical Classification 2020.07	93.69	-
VPN++ 2021.05	92.5	-
EPP-Net 2024.01	91.1	-
EPP-Net (J+B+P) 2024.01	90.9	-
LA-GCN 2024.01	90.7	-
FreqMixFormer 2024.07	90.5	-
DVANet 2023.12	90.4	-
STAR-Transformer 2024.01	90.3	-
STAR-Transformer 2024.07	90.3	-
BlockGCN 2025.01	90.3	-
FreqMixFormer 2024.07	90.2	-
HD-GCN 2024.07	90.1	-
SkeMixFormer 2024.07	90.1	-
ST-GCN 2025.01	90.1	-
Koopman 2024.07	90	-
STEP-CATFormer 2024.07	90	-
SkeMixFormer 2024.07	90	-
LST 2024.01	89.9	-
Hyperformer 2024.07	89.9	-
Hyperformer (4 ensemble) 2026.03	89.9	-
Chi et al. (1) 2023.12	89.8	-
InfoGCN 2024.01	89.8	-
InfoGCN 2024.07	89.8	-
HD-GCN 2024.07	89.8	-
SkateFormer (4 ensemble) 2026.03	89.8	-
Stream-GCN 2024.07	89.7	-
DG-STGCN 2022.10	89.6	-
FR-Head 2024.07	89.5	-
Trivedi and Sarvadevabhatla 2023.12	89.4	-
PSUMNet 2024.01	89.4	-
InfoGCN 2024.07	89.4	-
TranSkeleton 2024.07	89.4	-
NAS-GCN 2025.01	89.4	-
LG-SGNet 2025.01	89.4	-
VPN++ 2021.05	89.3	-
2s DG-STGCN 2022.10	89.2	-
2SAGC-LSTM 2025.01	89.2	-
ST-GCN 2025.01	89.2	-
DSTSA-GCN 2025.01	89.12	-
PSTNet++ MotionPDE 2026.06	89.11	-
PST-Transformer MotionPDE 2026.06	89.11	-
FG-STFormer 2024.07	89	-
SIT-MLP 2024.07	89	-
CTR-GCN 2022.10	88.9	-
Chen et al. 2023.12	88.9	-
CTR-GCN 2024.01	88.9	-
CTR-GCN 2024.07	88.9	-
CTR-GCN 2025.01	88.9	-
CTR-GCN 2026.03	88.9	-
PSTNet MotionPDE 2026.06	88.72	-
Song et al. 2023.12	88.7	-
SAN-GCN 2025.01	88.7	-
ST-GCN++ 2022.10	88.6	-
Duan et al. 2023.12	88.6	-
PSTNet++ 2026.06	88.6	-
Chi et al. (2) 2023.12	88.5	-
STSA-Net 2024.01	88.5	-
2S-AGCN 2025.01	88.5	-
EfficientGCN-B4 2024.07	88.3	-
VPN-A 2021.05	88	-
PointATA 2026.02	88	-
FreqMixFormer 2024.07	87.9	-
VPN 2021.05	87.8	-
SkateFormer 2026.03	87.7	-
VPN-F 2021.05	87.6	-
DG-STGCN 2022.10	87.5	-
MST-GCN 2024.01	87.5	-
PST-Trans. 2026.02	87.5	-
PST-Transformer 2026.06	87.5	-
2s DG-STGCN 2022.10	87.3	-
DynamicGCN 2024.01	87.3	-
Dynamic GCN 2025.01	87.3	-
MS-G3D++ 2022.10	87.2	-
SkeMixFormer 2024.07	87.1	-
PSTNet 2022.05	87	-
TSMF 2024.01	87	-
PSTNet 2026.02	87	-
PSTNet 2026.06	87	-
MS-G3D Net 2020.07	86.9	-
MS-G3D 2022.10	86.9	-
PoseC3D 2022.10	86.9	-
Liu et al. 2023.12	86.9	-
MS-G3D 2024.01	86.9	-
MS-G3D 2024.07	86.9	-
STGR-GCN 2025.01	86.9	-
MS-G3D 2026.03	86.9	-
AS-GCN 2025.01	86.8	-
DSTSA-GCN 2025.01	86.8	-
DSTA-Net 2022.10	86.6	-
DSTA-Net 2024.01	86.6	-
DSTA 2024.07	86.6	-
Hyperformer 2026.03	86.6	-
ST-GCN++ 2022.10	86.4	-
4s-GSTN 2024.07	86.4	-
P4Trans. 2026.02	86.4	-
P4Transformer 2026.06	86.4	-
PSTNet 2026.06	86.33	-
VPN 2024.01	86.3	-
ShiftGCN 2022.10	85.9	-

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