| 模型 | 吃饭 | 问候 | 电话 | 拍照 | 购物 | 坐着 | 坐下 | 抽烟 | 等待 | 行走 | 平均 |
| Pavlakos et al. CVPR’17 | 66.7 | 69.1 | 72 | 77 | 68.3 | 83.7 | 96.5 | 71.7 | 65.8 | 59.1 | 71.9 |
| Tekin et al. ICCV’17 | 60.2 | 61.2 | 79.4 | 78.3 | 81.6 | 70.1 | 107 | 69.3 | 70.3 | 51.8 | 69.7 |
| Martinez et al. ICCV’17 | 58.1 | 59 | 69.5 | 78.4 | 58.1 | 74 | 94.6 | 62.3 | 59.1 | 49.5 | 62.9 |
| Sun et al. ICCV’17 | 54.2 | 54.3 | 61.8 | 67.2 | 53.6 | 71.7 | 86.7 | 61.5 | 53.4 | 47.1 | 59.1 |
| Fang et al. AAAI’18 | 57 | 57.1 | 66.6 | 73.3 | 55.7 | 72.8 | 88.6 | 60.3 | 57.7 | 47.5 | 60.4 |
| Pavlakos et al. CVPR’18 | 54.4 | 52 | 59.4 | 65.3 | 52.9 | 65.8 | 71.1 | 56.6 | 52.9 | 44.7 | 56.2 |
| Yang et al CVPR’18 | 50.4 | 57 | 62.1 | 65.4 | 52.7 | 69.2 | 85.2 | 57.4 | 58.4 | 60.1 | 58.6 |
| Luvizon et al. CVPR’18 | 47.6 | 50.5 | 51.8 | 60.3 | 51.7 | 61.5 | 70.9 | 53.7 | 48.9 | 44.4 | 53.2 |
| Hossain & Little ECCV’18 | 57.2 | 55.2 | 63.1 | 72.6 | 51.7 | 66.1 | 80.9 | 59 | 57.3 | 46.6 | 58.3 |
| Lee et al. ECCV’18 | 47.8 | 52.6 | 50.1 | 75 | 43 | 55.8 | 73.9 | 54.1 | 55.6 | 43.3 | 52.8 |
| GA − TCN, T = 27, without GA | 49 | 51.8 | 53.6 | 61.4 | 47.4 | 59.3 | 67.4 | 52.4 | 49.5 | 39.5 | 52.7 |
| GA − TCN, T = 27, CPN | 45 | 47.5 | 50.7 | 56.9 | 45 | 58.3 | 65.3 | 49.1 | 45.8 | 36.1 | 49.6 |
| GA − TCN, T = 91, CPN | 43.2 | 46.1 | 49.2 | 56.5 | 43.8 | 56.7 | 64.8 | 47.8 | 44.5 | 33.4 | 48.2 |
| GA − TCN, T = 105, CPN | 42.9 | 46.1 | 48.3 | 57.3 | 44.6 | 56.7 | 65.5 | 47.4 | 44.9 | 33.5 | 48.3 |
| GA − TCN, T = 125, CPN | 43.2 | 45.5 | 49.2 | 56.7 | 43.5 | 56.4 | 65.4 | 47.3 | 44.1 | 33.4 | 48.1 |
| GA − TCN, T = 125, GT | 34.3 | 39.6 | 38.6 | 44.7 | 39.4 | 44 | 46.8 | 38.7 | 42.7 | 38.9 | 41.1 |