Methods | Year | NTU RGB + D 60 | |
X-Sub (%) | X-View (%) | ||
ARRN-LSTM [20] | 2016 | 80.7 | 88.8 |
Ind-RNN [21] | 2018 | 81.8 | 88.0 |
HCN [22] | 2018 | 86.5 | 91.1 |
ST-GCN [8] | 2018 | 81.5 | 88.3 |
AS-GCN [10] | 2019 | 86.8 | 94.2 |
2S-AGCN [9] | 2019 | 88.5 | 95.1 |
AGC-LSTM [23] | 2019 | 89.2 | 95.0 |
Shift-GCN [24] | 2020 | 90.7 | 96.5 |
DC-GCN + ADG [11] | 2020 | 90.8 | 96.6 |
MS-G3D [15] | 2020 | 91.5 | 96.2 |
CD-GCN [12] | 2021 | 90.9 | 96.5 |
CTR-GCN [13] | 2021 | 92.2 | 96.6 |
Ta-CNN [27] | 2022 | 90.7 | 95.1 |
ST-DEdGCN (ours) | - | 92.6 | 96.7 |