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SotA/Time Series/Action Detection/NTU RGB+D 120

Action Detection on NTU RGB+D 120

Metric: GFLOPS per prediction (higher is better)

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#Model↕GFLOPS per prediction▼Extra DataPaperDate↕Code
1AGCN (2-stream)37.38NoContinual Spatio-Temporal Graph Convolutional Ne...2022-03-21Code
2ST-GCN (2-stream)33.46NoContinual Spatio-Temporal Graph Convolutional Ne...2022-03-21Code
3S-TR (2-stream)32.4NoContinual Spatio-Temporal Graph Convolutional Ne...2022-03-21Code
4AGCN (1-stream)18.69NoContinual Spatio-Temporal Graph Convolutional Ne...2022-03-21Code
5ST-GCN (1-stream)16.73NoContinual Spatio-Temporal Graph Convolutional Ne...2022-03-21Code
6S-TR (1-stream)16.2NoContinual Spatio-Temporal Graph Convolutional Ne...2022-03-21Code
7CoAGCN* (2-stream)0.44NoContinual Spatio-Temporal Graph Convolutional Ne...2022-03-21Code
8CoST-GCN* (2-stream)0.32NoContinual Spatio-Temporal Graph Convolutional Ne...2022-03-21Code
9CoS-TR* (2-stream)0.3NoContinual Spatio-Temporal Graph Convolutional Ne...2022-03-21Code
10CoAGCN* (1-stream)0.22NoContinual Spatio-Temporal Graph Convolutional Ne...2022-03-21Code
11CoST-GCN* (1-stream)0.16NoContinual Spatio-Temporal Graph Convolutional Ne...2022-03-21Code
12CoS-TR* (1-stream)0.15NoContinual Spatio-Temporal Graph Convolutional Ne...2022-03-21Code