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Skeleton-based Action Recognition on NTU-60 (X-sub)

94.8Accuracy

3Mformer

Updated 3d ago

Evaluation Results

Method	Links
3Mformer 2023.03		94.8
Hulk-FT 2023.12		94.3
Hulk-FT 2023.12		94.3
3Mformer 2023.03		94.2
Hulk 2023.12		94.1
Hulk 2023.12		94.1
PoseConv3D 2023.03		94.1
Hulk-FT 2023.12		94
Hulk-FT 2023.12		94
3Mformer 2023.03		94
Hulk 2023.12		93.8
Hulk 2023.12		93.8
JOLO-GCN 2021.10		93.8
PoseC3D 2023.08		93.7
PoseConv3D 2023.12		93.1
PoseConv3D 2023.12		93.1
CTR-GCN* w/SkeletonGCL 2023.01		93.1
MAMP 2023.08		93.1
MotionBERT 2023.12		93
MotionBERT 2023.12		93
InfoGCN 2023.03		93
InfoGCN 2023.08		93
InfoGCN* w/SkeletonGCL 2023.01		92.8
CTR-GCN 2023.01		92.7
InfoGCN 2023.01		92.7
CTR-GCN* w/SkeletonGCL 2023.01		92.6
CTR-GCN 2023.12		92.4
CTR-GCN 2023.12		92.4
CTR-GCN 2023.03		92.4
CTR-GCN* 2023.01		92.4
CTR-CGN 2023.08		92.4
InfoGCN* 2023.01		92.3
2S-AGCN* w/SkeletonGCL 2023.01		92.2
3Mformer 2023.03		92.1
3Mformer 2023.03		92
CTR-GCN* 2023.01		92
STST 2023.03		91.9
InfoGCN* w/SkeletonGCL 2023.01		91.9
SkeletonMAE 2023.12		91.8
2S-AGCN* w/SkeletonGCL 2023.01		91.6
CTR-GCN 2023.01		91.6
InfoGCN 2023.01		91.6
MS-G3D 2023.12		91.5
DSTA-Net 2023.12		91.5
MS-G3D 2023.12		91.5
DSTA-Net 2023.12		91.5
MS-G3D Net 2020.03		91.5
MS-G3D 2020.08		91.5
MS-G3D 2023.03		91.5
Dynamic GCN 2023.01		91.5
MS-G3D 2023.01		91.5
MST-GCN 2023.01		91.5
2S-AGCN* 2023.01		91.5
4s-GSTN 2023.03		91.3
InfoGCN* 2023.01		91.3
MST-GCN 2023.01		91.1
CTR-GCN* w/SkeletonGCL 2023.01		91.1
2S-AGCN* 2023.01		91
InfoGCN* w/SkeletonGCL 2023.01		91
SD-HGCN 2023.03		90.9
Selective-HCN 2023.03		90.8
MTT 2023.03		90.8
DC-GCN+ADG 2023.01		90.8
CTR-GCN* w/SkeletonGCL 2023.01		90.8
Shift-GCN 2023.12		90.7
Shift-GCN 2023.12		90.7
4s Shift-GCN 2020.08		90.7
Shift-GCN 2023.03		90.7
DHGCN 2023.03		90.7
Shift-GCN 2023.01		90.7
CTR-GCN 2023.01		90.6
InfoGCN 2023.01		90.6
InfoGCN* 2023.01		90.6
DropGraph 2021.10		90.5
ST-TR-agcn 2020.08		90.3
ST-TR 2023.03		90.3
CTR-GCN* 2023.01		90.2
MS-G3D Net 2020.03		90.1
Sym-GNN 2023.03		90.1
InfoGCN* w/SkeletonGCL 2023.01		90.1
2S-AGCN* w/SkeletonGCL 2023.01		90
ST-TR 2023.12		89.9
STTFormer 2023.12		89.9
ST-TR 2023.12		89.9
STTFormer 2023.12		89.9
DGNN 2020.03		89.9
DGNN 2020.08		89.9
ST-TR 2020.08		89.9
2S-AGCN* w/SkeletonGCL 2023.01		89.9
CTR-GCN 2023.01		89.8
CTR-GCN* 2023.01		89.8
InfoGCN 2023.01		89.8
MCC 2023.12		89.7
2s Shift-GCN 2020.08		89.7
Shift-GCN 2023.01		89.7
Hyper-GNN 2023.03		89.5
MST-GCN 2023.01		89.5
MS-G3D Net 2020.03		89.4
NAS-GCN 2023.03		89.4
InfoGCN* 2023.01		89.4

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