Dance Generation on AIST++
0.35BeatAlignGround Truth
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Ground TruthGuidance weight=w = 22024.06 | 0.35 | 1.33 | — | — | 9.43 | 7.33 | |
| Ground TruthGuidance weight=w = 12024.06 | 0.35 | 1.33 | — | — | 9.43 | 7.33 | |
| SGMDModel=Diffusion, Guidance weight=w = 22024.06 | 0.31 | 1.51 | 34.32 | 19.04 | 6.29 | 5.81 | |
| SGMDModel=Diffusion, Guidance weight=w = 12024.06 | 0.28 | 1.65 | 37.21 | 18.19 | 7.25 | 6.42 | |
| EDGEModel=Diffusion, Guidance weight=w = 22024.06 | 0.26 | 1.56 | 35.35 | 18.92 | 5.32 | 4.9 | |
| EDGEModel=Diffusion, Guidance weight=w = 12024.06 | 0.25 | 1.19 | 45.41 | 19.42 | 4.82 | 5.24 | |
| LodgeModel=Diffusion, Guidance weight=w = 12024.06 | 0.24 | — | 37.09 | 18.79 | 5.58 | 4.85 | |
| Ground Truth2023.12 | 0.2109 | — | 26.39 | 12.21 | 6.13 | 7.43 | |
| BailandoModel=VQ-VAE, Guidance weight=w = 12024.06 | 0.21 | 1.72 | 24.3 | 20.81 | 6.83 | 7.69 | |
| EDGE2023.12 | 0.2043 | — | 91.82 | 23.12 | 8.73 | 7.18 | |
| FACTModel=Others, Guidance weight=w = 12024.06 | 0.2 | 30.39 | 561.14 | 170.36 | — | — | |
| EnchantDance2023.12 | 0.1997 | — | 28.09 | 7.56 | 5.39 | 6.63 | |
| Bailando2023.12 | 0.1984 | — | 46.35 | 25.17 | 11.98 | 9.54 | |
| TM2DModel=VQ-VAE, Guidance weight=w = 12024.06 | 0.19 | 3.28 | 15.37 | 28.35 | 9.1 | 7.91 | |
| FACT2023.12 | 0.189 | — | 62.19 | 48.94 | 14.73 | 10.92 |