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Skeleton Based Action Recognition 벤치마크

Skeleton Based Action Recognition on UT-Kinect

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Accuracy

96 96.88 97.75 98.62 99.5 2014-06 2026-09 Lie Group — 97.1 (2014-06-23) Lie Group — 97.1 (2014-06-23) Lie Group — 97.1 (2014-06-23) Lie Group — 97.1 (2014-06-23) Lie Group — 97.1 (2014-06-23) Lie Group — 97.1 (2014-06-23) Lie Group — 97.1 (2014-06-23) Lie Group — 97.1 (2014-06-23) DPRL — 98.5 (2018-06-01) DPRL — 98.5 (2018-06-01) DPRL — 98.5 (2018-06-01) DPRL — 98.5 (2018-06-01) DPRL — 98.5 (2018-06-01) DPRL — 98.5 (2018-06-01) DPRL — 98.5 (2018-06-01) DPRL — 98.5 (2018-06-01) Complete GR-GCN — 98.5 (2018-11-29) Complete GR-GCN — 98.5 (2018-11-29) Complete GR-GCN — 98.5 (2018-11-29) Complete GR-GCN — 98.5 (2018-11-29) Complete GR-GCN — 98.5 (2018-11-29) Complete GR-GCN — 98.5 (2018-11-29) Complete GR-GCN — 98.5 (2018-11-29) Complete GR-GCN — 98.5 (2018-11-29) GFT — 96.0 (2019-08-26) GFT — 96.0 (2019-08-26) GFT — 96.0 (2019-08-26) GFT — 96.0 (2019-08-26) GFT — 96.0 (2019-08-26) GFT — 96.0 (2019-08-26) GFT — 96.0 (2019-08-26) GFT — 96.0 (2019-08-26) Temporal Subspace Clustering — 99.5 (2020-06-21) Temporal Subspace Clustering — 99.5 (2020-06-21) Temporal Subspace Clustering — 99.5 (2020-06-21) Temporal Subspace Clustering — 99.5 (2020-06-21) Temporal Subspace Clustering — 99.5 (2020-06-21) Temporal Subspace Clustering — 99.5 (2020-06-21) Temporal Subspace Clustering — 99.5 (2020-06-21) Temporal Subspace Clustering — 99.5 (2020-06-21) SCK⊕+DCK⊕ — 99.2 (2020-12-28) SCK+DCK — 98.2 (2020-12-28) SCK⊕+DCK⊕ — 99.2 (2020-12-28) SCK+DCK — 98.2 (2020-12-28) SCK⊕+DCK⊕ — 99.2 (2020-12-28) SCK+DCK — 98.2 (2020-12-28) SCK⊕+DCK⊕ — 99.2 (2020-12-28) SCK+DCK — 98.2 (2020-12-28) SCK⊕+DCK⊕ — 99.2 (2020-12-28) SCK+DCK — 98.2 (2020-12-28) SCK⊕+DCK⊕ — 99.2 (2020-12-28) SCK+DCK — 98.2 (2020-12-28) SCK⊕+DCK⊕ — 99.2 (2020-12-28) SCK+DCK — 98.2 (2020-12-28) SCK⊕+DCK⊕ — 99.2 (2020-12-28) SCK+DCK — 98.2 (2020-12-28) Lie Group — 97.1 (2014-06-23) DPRL — 98.5 (2018-06-01) Temporal Subspace Clustering — 99.5 (2020-06-21)
RankModel Accuracy PaperCodeYear
1 Temporal Subspace Clustering 99.50% Subspace Clustering for Action Recognition with Covariance Representations and Temporal Pruning IIT-PAVIS/subspace-clustering-action-recognition 2020
2 SCK⊕+DCK⊕ 99.2 Tensor Representations for Action Recognition ElricXin/Skeleton-MixFormer 2020
3 Complete GR-GCN 98.5% Optimized Skeleton-based Action Recognition via Sparsified Graph Regression 2018
3 DPRL 98.5% Deep Progressive Reinforcement Learning for Skeleton-Based Action Recognition 2018
5 SCK+DCK 98.2 Tensor Representations for Action Recognition ElricXin/Skeleton-MixFormer 2020
6 Lie Group 97.1% Human Action Recognition by Representing 3D Skeletons as Points in a Lie Group fdsa1860/skeletal 2014
7 GFT 96% Graph Based Skeleton Modeling for Human Activity Analysis 2019
8 Temporal Subspace Clustering 99.50% Subspace Clustering for Action Recognition with Covariance Representations and Temporal Pruning IIT-PAVIS/subspace-clustering-action-recognition 2020
9 SCK⊕+DCK⊕ 99.2 Tensor Representations for Action Recognition ElricXin/Skeleton-MixFormer 2020
10 Complete GR-GCN 98.5% Optimized Skeleton-based Action Recognition via Sparsified Graph Regression 2018
10 DPRL 98.5% Deep Progressive Reinforcement Learning for Skeleton-Based Action Recognition 2018
12 SCK+DCK 98.2 Tensor Representations for Action Recognition ElricXin/Skeleton-MixFormer 2020
13 Lie Group 97.1% Human Action Recognition by Representing 3D Skeletons as Points in a Lie Group fdsa1860/skeletal 2014
14 GFT 96% Graph Based Skeleton Modeling for Human Activity Analysis 2019
15 Temporal Subspace Clustering 99.50% Subspace Clustering for Action Recognition with Covariance Representations and Temporal Pruning IIT-PAVIS/subspace-clustering-action-recognition 2020
16 SCK⊕+DCK⊕ 99.2 Tensor Representations for Action Recognition ElricXin/Skeleton-MixFormer 2020
17 Complete GR-GCN 98.5% Optimized Skeleton-based Action Recognition via Sparsified Graph Regression 2018
17 DPRL 98.5% Deep Progressive Reinforcement Learning for Skeleton-Based Action Recognition 2018
19 SCK+DCK 98.2 Tensor Representations for Action Recognition ElricXin/Skeleton-MixFormer 2020
20 Lie Group 97.1% Human Action Recognition by Representing 3D Skeletons as Points in a Lie Group fdsa1860/skeletal 2014
21 GFT 96% Graph Based Skeleton Modeling for Human Activity Analysis 2019
22 Temporal Subspace Clustering 99.50% Subspace Clustering for Action Recognition with Covariance Representations and Temporal Pruning IIT-PAVIS/subspace-clustering-action-recognition 2020
23 SCK⊕+DCK⊕ 99.2 Tensor Representations for Action Recognition ElricXin/Skeleton-MixFormer 2020
24 Complete GR-GCN 98.5% Optimized Skeleton-based Action Recognition via Sparsified Graph Regression 2018
24 DPRL 98.5% Deep Progressive Reinforcement Learning for Skeleton-Based Action Recognition 2018
26 SCK+DCK 98.2 Tensor Representations for Action Recognition ElricXin/Skeleton-MixFormer 2020
27 Lie Group 97.1% Human Action Recognition by Representing 3D Skeletons as Points in a Lie Group fdsa1860/skeletal 2014
28 GFT 96% Graph Based Skeleton Modeling for Human Activity Analysis 2019
29 Temporal Subspace Clustering 99.50% Subspace Clustering for Action Recognition with Covariance Representations and Temporal Pruning IIT-PAVIS/subspace-clustering-action-recognition 2020
30 SCK⊕+DCK⊕ 99.2 Tensor Representations for Action Recognition ElricXin/Skeleton-MixFormer 2020
31 Complete GR-GCN 98.5% Optimized Skeleton-based Action Recognition via Sparsified Graph Regression 2018
31 DPRL 98.5% Deep Progressive Reinforcement Learning for Skeleton-Based Action Recognition 2018
33 SCK+DCK 98.2 Tensor Representations for Action Recognition ElricXin/Skeleton-MixFormer 2020
34 Lie Group 97.1% Human Action Recognition by Representing 3D Skeletons as Points in a Lie Group fdsa1860/skeletal 2014
35 GFT 96% Graph Based Skeleton Modeling for Human Activity Analysis 2019
36 Temporal Subspace Clustering 99.50% Subspace Clustering for Action Recognition with Covariance Representations and Temporal Pruning IIT-PAVIS/subspace-clustering-action-recognition 2020
37 SCK⊕+DCK⊕ 99.2 Tensor Representations for Action Recognition ElricXin/Skeleton-MixFormer 2020
38 Complete GR-GCN 98.5% Optimized Skeleton-based Action Recognition via Sparsified Graph Regression 2018
38 DPRL 98.5% Deep Progressive Reinforcement Learning for Skeleton-Based Action Recognition 2018
40 SCK+DCK 98.2 Tensor Representations for Action Recognition ElricXin/Skeleton-MixFormer 2020
41 Lie Group 97.1% Human Action Recognition by Representing 3D Skeletons as Points in a Lie Group fdsa1860/skeletal 2014
42 GFT 96% Graph Based Skeleton Modeling for Human Activity Analysis 2019
43 Temporal Subspace Clustering 99.50% Subspace Clustering for Action Recognition with Covariance Representations and Temporal Pruning IIT-PAVIS/subspace-clustering-action-recognition 2020
44 SCK⊕+DCK⊕ 99.2 Tensor Representations for Action Recognition ElricXin/Skeleton-MixFormer 2020
45 Complete GR-GCN 98.5% Optimized Skeleton-based Action Recognition via Sparsified Graph Regression 2018
45 DPRL 98.5% Deep Progressive Reinforcement Learning for Skeleton-Based Action Recognition 2018
47 SCK+DCK 98.2 Tensor Representations for Action Recognition ElricXin/Skeleton-MixFormer 2020
48 Lie Group 97.1% Human Action Recognition by Representing 3D Skeletons as Points in a Lie Group fdsa1860/skeletal 2014
49 GFT 96% Graph Based Skeleton Modeling for Human Activity Analysis 2019
50 Temporal Subspace Clustering 99.50% Subspace Clustering for Action Recognition with Covariance Representations and Temporal Pruning IIT-PAVIS/subspace-clustering-action-recognition 2020
51 SCK⊕+DCK⊕ 99.2 Tensor Representations for Action Recognition ElricXin/Skeleton-MixFormer 2020
52 Complete GR-GCN 98.5% Optimized Skeleton-based Action Recognition via Sparsified Graph Regression 2018
52 DPRL 98.5% Deep Progressive Reinforcement Learning for Skeleton-Based Action Recognition 2018
54 SCK+DCK 98.2 Tensor Representations for Action Recognition ElricXin/Skeleton-MixFormer 2020
55 Lie Group 97.1% Human Action Recognition by Representing 3D Skeletons as Points in a Lie Group fdsa1860/skeletal 2014
56 GFT 96% Graph Based Skeleton Modeling for Human Activity Analysis 2019
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