Short-term Human Motion Prediction on CMU Mocap (80ms-400ms horizons)
10.28Basketball Error (80ms)MSR-GCN
Evaluation Results
| Method | Links | ||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MSR-GCN2021.08 | 10.28 | 18.94 | 37.68 | 47.03 | 3.03 | 5.68 | 12.35 | 16.26 | 5.92 | 12.09 | 28.36 | 38.04 | 14.99 | 28.66 | 55.86 | 69.05 | 12.84 | 20.42 | 30.58 | 34.42 | 10.92 | 19.5 | 37.05 | 46.38 | 6.31 | 10.3 | 17.64 | 21.12 | 5.49 | 11.07 | 25.05 | 32.51 | |
| Traj-GCN2021.08 | 11.68 | 21.26 | 40.99 | 50.78 | 3.33 | 6.25 | 13.58 | 17.98 | 6.92 | 13.69 | 30.3 | 39.97 | 17.18 | 32.37 | 60.12 | 72.55 | 14.53 | 24.2 | 37.44 | 41.1 | 13.33 | 24 | 43.77 | 53.2 | 6.62 | 10.74 | 17.4 | 20.35 | 5.96 | 11.62 | 24.77 | 31.63 | |
| Residual sup.2021.08 | 15.45 | 26.88 | 43.51 | 49.23 | 20.17 | 32.98 | 42.75 | 44.65 | 20.52 | 40.58 | 75.38 | 90.36 | 26.85 | 48.07 | 93.5 | 108.9 | 25.76 | 48.91 | 88.19 | 100.8 | 17.75 | 31.3 | 52.55 | 61.4 | 44.35 | 76.66 | 126.83 | 151.43 | 22.84 | 44.71 | 86.78 | 104.68 | |
| DMGNN2021.08 | 15.57 | 28.72 | 59.01 | 73.05 | 5.03 | 9.28 | 20.21 | 26.23 | 10.21 | 20.9 | 41.55 | 52.28 | 31.97 | 54.32 | 96.66 | 119.92 | 17.42 | 26.82 | 38.27 | 40.08 | 14.86 | 25.29 | 52.21 | 65.42 | 9.57 | 15.53 | 26.03 | 30.37 | 7.93 | 14.68 | 33.34 | 44.24 |