Music-to-dance generation on AIST++
0.27Beat AlignmentEDGE
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| EDGEGuidance weight (w)=1, Fixed Bones=true, Editing=true2022.11 | 0.27 | 1,601 | 58 | 1.6545 | 10.58 | 7.62 | — | — | — | — | — | — | |
| EDGEGuidance weight (w)=2, Fixed Bones=true, Editing=true2022.11 | 0.26 | 1,751 | — | 1.5363 | 9.48 | 5.72 | — | — | — | — | — | — | |
| EDGETraining Dataset=ChoreoSpectrum3D2023.12 | 0.2452 | — | — | — | — | — | 2,511.38 | — | 29.16 | — | 35.58 | 4.41 | |
| TeMuDance2026.04 | 0.2427 | — | — | — | — | — | 32.14 | 17.62 | 5.92 | 6.23 | — | — | |
| LODGE2026.04 | 0.2423 | — | — | — | — | — | 37.09 | 18.79 | 5.58 | 4.85 | — | — | |
| DiffDance2026.04 | 0.2418 | — | — | — | — | — | 24.09 | 20.68 | 6.02 | 2.89 | — | — | |
| Ground TruthFixed Bones=true2022.11 | 0.24 | 1,653 | 65.7 | 1.332 | 10.61 | 7.48 | — | — | — | — | — | — | |
| EnchantDanceTraining Dataset=ChoreoSpectrum3D2023.12 | 0.2387 | — | — | — | — | — | 114.65 | — | 12.89 | — | 20.91 | 7.51 | |
| GT2026.04 | 0.2374 | — | — | — | — | — | 17.1 | 10.6 | 8.19 | 7.45 | — | — | |
| EDGE2026.04 | 0.2334 | — | — | — | — | — | 42.16 | 22.12 | 3.96 | 4.61 | — | — | |
| Bailando2026.04 | 0.2332 | — | — | — | — | — | 28.16 | 9.62 | 7.83 | 6.34 | — | — | |
| BailandoTraining Dataset=ChoreoSpectrum3D2023.12 | 0.2321 | — | — | — | — | — | 394,961.25 | — | 308.13 | — | 105.53 | 9.24 | |
| BailandoFixed Bones=false, Editing=false2022.11 | 0.23 | 1,397 | 91.1 | 1.754 | 7.92 | 7.72 | — | — | — | — | — | — | |
| FACTFixed Bones=true, Editing=false2022.11 | 0.22 | 1,325 | 90 | 2.2543 | 10.85 | 6.14 | — | — | — | — | — | — | |
| Ground TruthTraining Dataset=ChoreoSpectrum3D2023.12 | 0.213 | — | — | — | — | — | 4.93 | — | 9.13 | — | 0.42 | 7.41 | |
| DanceNet2026.04 | 0.143 | — | — | — | — | — | 69.18 | 25.49 | 2.86 | 2.85 | — | — | |
| EDGEFPS=602023.12 | — | — | — | 1.1865 | — | — | — | — | — | — | — | — | |
| EnchantDanceFPS=602023.12 | — | — | — | 0.8006 | — | — | — | — | — | — | — | — | |
| Ground Truth2023.12 | — | — | — | 0.7305 | — | — | — | — | — | — | — | — |