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Action Recognition on NTU RGB+D X-sub 120

95.5Accuracy

BHaRNet-M

Updated 3d ago

Evaluation Results

Method	Links
BHaRNet-M 2026.01		95.5
PoseConv3D 2026.01		95.3
BHaRNet-M 2026.01		95.3
BHaRNet-M† 2026.01		95.1
Ours (BHaRNet-P) 2026.01		94.8
Ours (BHaRNet-E) 2026.01		94.7
SkeleT 2026.01		94.6
BHaRNet-P‡ 2026.01		94.5
Ours (BHaRNet-B) 2026.01		94.5
BHaRNet-E‡ 2026.01		94.4
BHaRNet-E† 2026.01		94.3
BHaRNet-P† 2026.01		94.3
BHaRNet-B‡ 2026.01		94.2
BHaRNet-B† 2026.01		94
MMNet 2026.01		92.9
EPAM-Net 2026.01		92.4
3Mformer 2026.01		92
pi-ViT 2026.01		91.9
DeGCN 2026.01		91
ProtoGCN 2024.11		90.9
ProtoGCN 2026.01		90.9
X3D-UGT 2026.02		90.88
LA-GCN 2023.05		90.7
ProtoGCN 2024.11		90.4
DVANet 2026.02		90.4
HiOD 2026.02		90.4
MMCL 2024.07		90.3
BlockGCN 2024.11		90.3
BlockGCN 2026.02		90.3
BlockGCN 2026.01		90.3
TSGCNeXt (new4s) 2023.04		90.22
HD-GCN 2024.11		90.1
Koopman 2024.07		90
TSGCNeXt (2s) 2023.04		89.98
Hyperformer 2022.11		89.9
LA-GCN 2023.05		89.9
GAP 2022.08		89.9
LST 2024.07		89.9
GAP 2024.11		89.9
JT-GraphFormer 2024.11		89.9
InfoGCN 2024.07		89.8
InfoGCN 2024.11		89.8
SkeletonGCL 2024.11		89.8
InfoGCN 2026.01		89.8
EPAM-Net 2026.02		89.74
LA-GCN 2023.05		89.7
ACFL-CTR 2024.07		89.7
ProtoGCN 2024.11		89.7
SAP-CTR 2024.07		89.5
FR-Head 2024.07		89.5
SkeletonGCL 2024.07		89.5
FR-Head 2024.11		89.5
PSUMNet 2022.08		89.4
TCA-GCN 2022.05		89.4
InfoGCN 2022.11		89.4
Info-GCN 2023.05		89.4
Info-GCN 2022.08		89.4
PSUMNet 2024.07		89.4
TCA-GCN 2022.05		89.2
DS-GCN 2024.11		89.2
TSGCNeXt (1s) 2023.04		89.07
CTR-GCN 2023.04		88.9
CTR-GCN 2022.05		88.9
CTR-GCN 2022.08		88.9
CTR-GCN 2022.05		88.9
CTR-GCN 2023.05		88.9
CTR-GCN 2022.08		88.9
CTR-GCN 2024.07		88.9
CTR-GCN 2024.11		88.9
STF 2024.11		88.9
CTR-GCN 2026.02		88.9
CTR-GCN 2026.01		88.9
EfficientGCN 2023.04		88.7
CTR-GCN (2s) 2023.04		88.7
EfficientGCN 2023.05		88.7
LLM-AR 2024.03		88.7
ST-GCN++ 2022.05		88.6
PYSKL 2024.11		88.6
EfficientGCN-B4 2022.05		88.3
EfficientGCN-B4 2022.11		88.3
EfficientGCN-B4 2022.08		88.3
DualHead-Net 2022.08		88.2
4s DualHead-Net 2022.05		88.2
MG-GCN 2024.07		88.2
3s-ASMa 2026.02		87.9
SkeleTR 2024.03		87.8
ST-GCN++ (4s) 2023.04		87.5
4s-MST-GCN 2022.08		87.5
MST-GCN 2022.05		87.5
Skeletal-GNN 2022.05		87.5
MST-GCN 2022.11		87.5
MST-GCN 2023.05		87.5
MST-GCN 2022.08		87.5
GAP 2022.08		87.5
MST-GCN 2024.07		87.5
MST-GCN 2024.11		87.5
PA-ResGCN-B19 2023.04		87.3
Dynamic-GCN 2023.04		87.3
PA-ResGCN 2022.08		87.3
Dynamic GCN 2022.05		87.3

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