Music-to-Dance Generation on AIST++ (test)
24.08Div_kPOPDG
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| POPDGModel=POPDG2026.03 | 24.08 | 4.8615 | — | 7.87 | 0.2318 | 777.32 | 60.08 | 9 | |
| EDGEModel=EDGE2026.03 | 11.45 | 3.1883 | — | 4.91 | 0.2572 | 125.99 | 28.72 | 10.5 | |
| GTModel=Ground Truth2026.03 | 9.61 | 1.2544 | — | 7.78 | — | — | — | — | |
| Ground Truth2024.05 | 8.6916 | 0.3152 | 3.6231 | 7.5159 | 0.51 | — | — | — | |
| Ground Truth2026.05 | 8.19 | — | — | 7.45 | 0.237 | — | — | — | |
| Bailando2026.05 | 7.83 | — | — | 6.34 | 0.233 | 28.16 | 9.62 | — | |
| Bailando2025.11 | 7.83 | — | — | 6.34 | 0.233 | 28.16 | 9.62 | — | |
| POPDG2024.05 | 7.5374 | 0.8014 | 6.2419 | 3.6707 | 0.469 | — | — | — | |
| FACT2024.05 | 7.5213 | 1.1722 | 8.6751 | 6.6993 | 0.422 | — | — | — | |
| FlowerDance2025.11 | 6.95 | — | — | 6.52 | 0.227 | 20.5 | 15.75 | — | |
| DiscoForcing2026.05 | 6.76 | — | — | 6.31 | 0.244 | 18.87 | 11.57 | — | |
| Bailando2024.05 | 6.2411 | 0.9268 | 6.8409 | 5.712 | 0.467 | — | — | — | |
| EDGE2024.05 | 6.104 | 0.9201 | 6.5191 | 3.1415 | 0.456 | — | — | — | |
| FACT2026.05 | 5.94 | — | — | 6.18 | 0.221 | 35.35 | 22.11 | — | |
| FACT2025.11 | 5.94 | — | — | 6.18 | 0.221 | 35.35 | 22.11 | — | |
| MEGA2026.05 | 5.84 | — | — | 6.23 | 0.238 | 25.89 | 12.62 | — | |
| Lodge2026.05 | 5.58 | — | — | 4.85 | 0.242 | 37.09 | 18.79 | — | |
| Lodge2025.11 | 5.58 | — | — | 4.85 | 0.242 | 37.09 | 18.79 | — | |
| EDGE2026.05 | 3.96 | — | — | 4.61 | 0.233 | 42.16 | 22.12 | — | |
| EDGE2025.11 | 3.96 | — | — | 4.61 | 0.233 | 42.16 | 22.12 | — | |
| MambaDanceModel=Ours2026.03 | 3.57 | 1.0622 | — | 4.98 | 0.2701 | 65.86 | 26.58 | 48.5 | |
| LodgeModel=Lodge2026.03 | 3.34 | 1.4087 | — | 3.54 | 0.2397 | 67.13 | 28.93 | 32 | |
| DanceNet2025.11 | 2.86 | — | — | 2.85 | 0.143 | 69.18 | 25.49 | — |