Motion Prediction on CMU Mocap (test)
0.32MAE (Basketball) - 80msSym-GNN
Evaluation results
| Method | Links | ||||||||||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Sym-GNNaction-recognition head=true2019.10 | 0.32 | 0.48 | 0.91 | 1.06 | 1.47 | 0.12 | 0.21 | 0.38 | 0.49 | 0.94 | 0.2 | 0.41 | 0.75 | 0.87 | 1.84 | 0.32 | 0.55 | 1.4 | 1.6 | 1.82 | 0.21 | 0.33 | 0.53 | 0.56 | 0.65 | 0.19 | 0.32 | 0.66 | 0.78 | 1.32 | 0.26 | 0.32 | 0.35 | 0.39 | 0.52 | 0.22 | 0.33 | 0.55 | 0.73 | 1.05 | — | — | — | — | — | — | |
| Sym-GNN (No recg)action-recognition head=false2019.10 | 0.33 | 0.48 | 0.95 | 1.09 | 1.47 | 0.15 | 0.26 | 0.47 | 0.56 | 1.04 | 0.2 | 0.41 | 0.77 | 0.89 | 1.95 | 0.32 | 0.55 | 1.4 | 1.6 | 1.87 | 0.21 | 0.33 | 0.53 | 0.56 | 0.66 | 0.22 | 0.38 | 0.72 | 0.83 | 1.38 | 0.26 | 0.32 | 0.38 | 0.41 | 0.54 | 0.22 | 0.33 | 0.62 | 0.83 | 1.07 | — | — | — | — | — | — | |
| Skel-TNet2019.10 | 0.35 | 0.63 | 1.04 | 1.14 | 1.78 | 0.24 | 0.4 | 0.69 | 0.8 | 1.07 | 0.22 | 0.44 | 0.78 | 0.9 | 1.88 | 0.35 | 0.53 | 1.28 | 1.49 | 1.85 | 0.38 | 0.48 | 0.57 | 0.62 | 0.71 | 0.24 | 0.41 | 0.69 | 0.79 | 1.44 | 0.33 | 0.41 | 0.45 | 0.48 | 0.73 | 0.31 | 0.46 | 0.79 | 0.96 | 1.37 | — | — | — | — | — | — | |
| CSM2019.10 | 0.37 | 0.62 | 1.07 | 1.18 | 1.95 | 0.32 | 0.59 | 1.04 | 1.24 | 1.96 | 0.25 | 0.56 | 0.89 | 1 | 2.04 | 0.39 | 0.6 | 1.36 | 1.56 | 2.01 | 0.28 | 0.41 | 0.52 | 0.57 | 0.67 | 0.26 | 0.44 | 0.75 | 0.87 | 1.56 | 0.35 | 0.44 | 0.45 | 0.5 | 0.78 | 0.3 | 0.47 | 0.8 | 1.01 | 1.39 | — | — | — | — | — | — | |
| BiHMP-GAN2019.10 | 0.37 | 0.62 | 1.02 | 1.11 | 1.83 | 0.32 | 0.56 | 1.01 | 1.18 | 1.89 | 0.25 | 0.51 | 0.85 | 0.96 | 1.95 | 0.39 | 0.57 | 1.32 | 1.51 | 1.94 | 0.28 | 0.4 | 0.5 | 0.53 | 0.62 | 0.26 | 0.44 | 0.72 | 0.82 | 1.51 | 0.35 | 0.45 | 0.44 | 0.46 | 0.72 | 0.31 | 0.46 | 0.77 | 0.92 | 1.31 | — | — | — | — | — | — | |
| Res-sup2019.10 | 0.49 | 0.77 | 1.26 | 1.45 | 1.77 | 0.42 | 0.76 | 1.33 | 1.54 | 2.17 | 0.31 | 0.58 | 0.94 | 1.1 | 2.06 | 0.57 | 0.86 | 1.76 | 2.03 | 2.42 | 0.32 | 0.48 | 0.65 | 0.74 | 1 | 0.29 | 0.5 | 0.87 | 0.98 | 1.73 | 0.35 | 0.45 | 0.59 | 0.64 | 0.88 | 0.32 | 0.47 | 0.74 | 0.93 | 1.37 | — | — | — | — | — | — | |
| Res-uns2019.10 | 0.53 | 0.82 | 1.3 | 1.47 | 1.81 | 0.44 | 0.8 | 1.35 | 1.55 | 2.17 | 0.35 | 0.62 | 0.95 | 1.14 | 2.08 | 0.59 | 0.9 | 1.82 | 2.05 | 2.46 | 0.35 | 0.5 | 0.69 | 0.76 | 1.04 | 0.31 | 0.51 | 0.9 | 1 | 1.77 | 0.36 | 0.47 | 0.62 | 0.65 | 0.93 | 0.33 | 0.47 | 0.75 | 0.95 | 1.4 | — | — | — | — | — | — | |
| DMGNN2022.03 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 13.6 | 24.1 | 47 | 58.8 | 77.4 | 112.6 | |
| LTD2022.03 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 9.3 | 17.1 | 33 | 40.9 | 55.8 | 86.2 | |
| MSR2022.03 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 8.1 | 15.2 | 30.6 | 38.6 | 53.7 | 83 | |
| PGBIG2022.03 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 7.6 | 14.3 | 29 | 36.6 | 50.9 | 80.1 | |
| Res. Sup.2022.03 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 24 | 43 | 74.5 | 87.2 | 105.5 | 136.3 |