Music-to-Dance Synthesis on AIST++ (test)
17.1FID (k)Ground-truth
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ground-truth2023.04 | 17.1 | — | — | — | — | 10.6 | 8.19 | 7.45 | 0 | 0 | 0.2374 | 41.9 | |
| Ground Truth2024.03 | 17.1 | 0.2374 | — | — | — | 10.6 | 8.19 | 7.45 | — | — | — | — | |
| TM2D2023.04 | 19.01 | — | — | — | — | 20.09 | 9.45 | 6.36 | 0 | 0 | 0.2049 | — | |
| TM2DTraining Data=only dance data2023.04 | 23.94 | — | — | — | — | 9.53 | 7.69 | 4.53 | 0 | 0 | 0.2127 | — | |
| Bailando2023.04 | 28.16 | — | — | — | — | 9.62 | 7.83 | 6.34 | 14.91 | 13.25 | 0.2332 | 65 | |
| Bailando2024.03 | 28.16 | 0.2332 | — | — | — | 9.62 | 7.83 | 6.34 | — | — | — | — | |
| FACT2023.04 | 35.35 | — | — | — | — | 22.11 | 5.94 | 6.18 | 25.29 | 21.59 | 0.2209 | 83.3 | |
| FACT2024.03 | 35.35 | 0.2209 | — | — | — | 22.11 | 5.94 | 6.18 | — | — | — | — | |
| LodgeSampler=DDPM2024.03 | 37.09 | 0.2423 | — | — | — | 18.79 | 5.58 | 4.85 | — | — | — | — | |
| EDGE2024.03 | 42.16 | 0.2334 | — | — | — | 22.12 | 3.96 | 4.61 | — | — | — | — | |
| DanceNet2023.04 | 69.18 | — | — | — | — | 25.49 | 2.86 | 2.85 | 0 | 0.98 | 0.143 | 87.2 | |
| DanceNet2024.03 | 69.18 | 0.143 | — | — | — | 25.49 | 2.86 | 2.85 | — | — | — | — | |
| DanceRevolution2023.04 | 73.42 | — | — | — | — | 25.92 | 3.52 | 4.87 | 11.01 | 12.22 | 0.195 | 70.5 | |
| DanceRevolution2024.03 | 73.42 | 0.195 | — | — | — | 25.92 | 3.52 | 4.87 | — | — | — | — | |
| Li et al.2023.04 | 86.43 | — | — | — | — | 43.46 | 6.85 | 3.32 | 0 | 0 | 0.1607 | 98.3 | |
| Li et al.2024.03 | 86.43 | 0.1607 | — | — | — | 43.46 | 6.85 | 3.32 | — | — | — | — | |
| AI Choreographer2022.12 | — | 0.221 | 35.35 | 5.94 | — | — | — | — | — | — | — | — | |
| Bailandotrained using BAS reward or loss=true2022.12 | — | 0.233 | 28.16 | 7.83 | — | — | — | — | — | — | — | — | |
| Dance Revolution2022.12 | — | 0.195 | 73.42 | 3.52 | — | — | — | — | — | — | — | — | |
| DanceNet2022.12 | — | 0.143 | 69.13 | 2.86 | — | — | — | — | — | — | — | — | |
| Ground Truth2022.12 | — | 0.237 | 17.1 | 8.19 | — | — | — | — | — | — | — | — | |
| Li et al.2022.12 | — | 0.16 | 86.43 | 6.85 | — | — | — | — | — | — | — | — | |
| MoFusiontrained using BAS reward or loss=false2022.12 | — | 0.253 | 50.31 | 9.09 | 11.38 | — | — | — | — | — | — | — |