Methods | Year | NTU RGB + D 120 | |
X-Sub (%) | X-View (%) | ||
ST-LSTM [5] | 2016 | 55.7 | 57.9 |
GCN-LSTM [25] | 2017 | 61.2 | 63.3 |
RotClips + MTCNN [26] | 2017 | 62.2 | 61.8 |
ST-GCN [8] | 2018 | 72.4 | 71.3 |
2S-AGCN [9] | 2019 | 82.9 | 84.9 |
Shift-GCN [24] | 2020 | 85.9 | 87.6 |
DC-GCN+ADG [11] | 2020 | 86.5 | 88.1 |
MS-G3D [15] | 2020 | 86.9 | 88.4 |
CTR-GCN [13] | 2021 | 88.9 | 90.4 |
CD-GCN [12] | 2021 | 86.3 | 87.8 |
Ta-CNN [27] | 2022 | 85.7 | 87.3 |
ST-DEdGCN (ours) | - | 89.3 | 90.6 |