Table 1 MPJPE (mm) for short-term prediction on Human3.6M for Walking, Eating, and Smoking across different time horizons. Lower is better.
Method | Walking | Eating | Smoking | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
80 | 160 | 320 | 400 | 80 | 160 | 320 | 400 | 80 | 160 | 320 | 400 | |
Res. Sup. | 23.2 | 40.9 | 61.0 | 66.1 | 16.8 | 31.5 | 53.5 | 61.7 | 18.9 | 34.7 | 57.5 | 65.4 |
convSeq2Seq | 17.7 | 33.5 | 56.3 | 63.6 | 11.0 | 22.4 | 40.7 | 48.4 | 11.6 | 22.8 | 41.3 | 48.9 |
LTD-50-25 | 12.3 | 23.2 | 39.4 | 44.4 | 7.8 | 16.3 | 31.3 | 38.6 | 8.2 | 16.8 | 32.8 | 39.5 |
LTD-10-25 | 12.6 | 23.6 | 39.4 | 44.5 | 7.7 | 15.8 | 30.5 | 37.6 | 8.4 | 16.8 | 32.5 | 39.5 |
LTD-10-10 | 11.1 | 21.4 | 37.3 | 42.9 | 7.0 | 14.8 | 29.8 | 37.3 | 7.5 | 15.5 | 30.7 | 37.5 |
Ours | 9.8 | 18.9 | 33.5 | 39.0 | 6.1 | 13.5 | 28.0 | 35.5 | 6.8 | 14.5 | 29.2 | 35.8 |
