Action Generation on Human3.6
0.146MMD (Average)SA-GCN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SA-GCNPretrain=No2020.07 | 0.146 | 0.134 | — | |
| Oursseed_motion=without seed motion2019.12 | 0.195 | 0.218 | — | |
| c-SkeletonGANPretrain=Yes2020.07 | 0.195 | 0.218 | — | |
| E2E (Wichers et al. 2018)seed_motion=with seed motion2019.12 | 0.304 | 0.305 | — | |
| EPVA (Wichers et al. 2018)seed_motion=with seed motion2019.12 | 0.305 | 0.326 | — | |
| EPVA-adv (Wichers et al. 2018)seed_motion=with seed motion2019.12 | 0.339 | 0.335 | — | |
| Cai et al., 2018seed_motion=without seed motion2019.12 | 0.419 | 0.436 | — | |
| SkeletonGANPretrain=Yes2020.07 | 0.419 | 0.436 | — | |
| Habibie et al., 2017seed_motion=without seed motion2019.12 | 0.452 | 0.467 | — | |
| Skeleton VAEPretrain=No2020.07 | 0.452 | 0.467 | — | |
| EPVA-adv (Wichers et al. 2018)seed_motion=without seed motion2019.12 | 0.977 | 0.792 | — | |
| adv-EPVAPretrain=No2020.07 | 0.977 | 0.792 | — | |
| E2E (Wichers et al. 2018)seed_motion=without seed motion2019.12 | 0.991 | 0.805 | — | |
| E2EPretrain=No2020.07 | 0.991 | 0.805 | — | |
| EPVA (Wichers et al. 2018)seed_motion=without seed motion2019.12 | 0.996 | 0.806 | — | |
| EPVAPretrain=No2020.07 | 0.996 | 0.806 | — | |
| c-SkeletonGAN2020.07 | — | — | 3.157 | |
| SA-GCN2020.07 | — | — | 3.925 | |
| SkeletonGAN2020.07 | — | — | 2.731 | |
| SkeletonVAE2020.07 | — | — | 2.401 |