Dance-to-Music on AIST++
98.6BCSLORIS
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LORIS2024.05 | 98.6 | 6.1 | 90.8 | 13.9 | 94.5 | |
| LORIS2024.05 | 98.6 | — | 90.8 | — | 94.5 | |
| GACA-DiTParams (M)=56.062025.10 | 98.13 | 8.15 | 98.72 | 9.93 | 98.47 | |
| CMT2024.05 | 97.1 | 6.4 | 46.2 | 18.6 | 62.6 | |
| CMT2024.05 | 97.1 | — | 46.2 | — | 62.6 | |
| CDCD2024.05 | 96.5 | 9.1 | 89.3 | 18.1 | 92.7 | |
| CDCD2024.05 | 96.5 | — | 89.3 | — | 92.7 | |
| Foley2024.05 | 96.4 | 6.9 | 41 | 15 | 57.5 | |
| Foley2024.05 | 96.4 | — | 41 | — | 57.5 | |
| MotionComposerParams (M)=7312025.10 | 95.84 | 9.89 | 95.09 | 16.09 | 96.45 | |
| D2MGAN2024.05 | 95.6 | 9.4 | 88.7 | 19 | 93.1 | |
| D2MGAN2024.05 | 95.6 | — | 88.7 | — | 93.1 | |
| M³GPTModel Variant=Instruction-tuned for single task2024.05 | 94.3 | — | 94 | — | 95 | |
| Trained single task2024.05 | 93.9 | 9.2 | 93.6 | 12.8 | 92.8 | |
| Trained single task2024.05 | 93.9 | — | 93.6 | — | 92.8 | |
| M³GPTEvaluation Protocol=Fine-tuned2024.05 | 93.6 | 10.1 | 94 | 10.6 | 94.9 | |
| M³GPTModel Variant=Instruction-tuned2024.05 | 93.6 | — | 94 | — | 94.9 | |
| M³GPTEvaluation Protocol=Pre-trained2024.05 | 93.4 | 10.9 | 93.8 | 11.5 | 94.2 | |
| M³GPTModel Variant=Pre-trained2024.05 | 93.4 | — | 93.8 | — | 94.2 | |
| CDCDParams (M)=428.092025.10 | 92.18 | 14.66 | 80.5 | 21.16 | 84.95 | |
| LORISParams (M)=780.162025.10 | 92.13 | 9.94 | 91.71 | 9.69 | 92.05 | |
| D2M-GANParams (M)=63.632025.10 | 89.09 | 14.05 | 88.95 | 22.23 | 88.84 |