Music-to-Dance Generation on FineDance
0.2397BASLodge
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Lodge2024.05 | 0.2397 | 45.56 | — | 6.75 | — | — | — | |
| Lodge2024.05 | 0.2397 | 45.56 | — | 6.75 | — | — | — | |
| Lodge2026.03 | 0.2397 | 45.56 | 34.29 | 6.75 | 5.64 | — | — | |
| TokenDance2026.03 | 0.2385 | 47.2 | 31.85 | 6.62 | 6.81 | — | — | |
| TempoMOE2025.12 | 0.2316 | 38.42 | 25.62 | 8.57 | 6.83 | — | — | |
| Lodge2025.12 | 0.2269 | 50 | 35.52 | 5.67 | 4.96 | 6,910 | — | |
| Lodge2026.05 | 0.226 | 50 | 35.52 | 5.67 | 4.96 | — | 0.028 | |
| MEGA2026.05 | 0.226 | 50 | 13.02 | 6.23 | 6.27 | — | 0.243 | |
| DiscoForcingcausal=true, bounded-latency=true2026.05 | 0.225 | 23.84 | 8.62 | 5.98 | 5.99 | — | 0.142 | |
| M³GPTModel Variant=Instruction-tuned for single task2024.05 | 0.2231 | 42.66 | — | 8.24 | — | — | — | |
| M3GPTEvaluation Protocol=Fine-tuned2024.05 | 0.2158 | 86.47 | — | 7.75 | — | — | — | |
| M³GPTModel Variant=Instruction-tuned2024.05 | 0.2158 | 86.47 | — | 7.75 | — | — | — | |
| M3GPTEvaluation Protocol=Pre-trained2024.05 | 0.2134 | 92.35 | — | 7.67 | — | — | — | |
| M³GPTModel Variant=Pre-trained2024.05 | 0.2134 | 92.35 | — | 7.67 | — | — | — | |
| Ground Truth2025.12 | 0.212 | — | — | 9.73 | 7.44 | — | — | |
| Real2024.05 | 0.212 | — | — | 9.73 | — | — | — | |
| Real2024.05 | 0.212 | — | — | — | — | — | — | |
| GT2026.03 | 0.212 | — | — | 9.73 | 7.44 | — | — | |
| EDGE2026.05 | 0.212 | 94.34 | 50.38 | 8.13 | 6.45 | — | 0.2 | |
| EDGE2025.12 | 0.2116 | 94.34 | 50.38 | 8.13 | 6.45 | 7,630 | — | |
| EDGE2024.05 | 0.2116 | 94.34 | — | 8.13 | — | — | — | |
| EDGE2024.05 | 0.2116 | 94.34 | — | 8.13 | — | — | — | |
| EDGE2026.03 | 0.2116 | 94.34 | 50.38 | 8.13 | 6.45 | — | — | |
| Trained single task2024.05 | 0.2036 | 128.37 | — | 6.48 | — | — | — | |
| Trained single task2024.05 | 0.2036 | 128.37 | — | 6.48 | — | — | — | |
| Bailando2025.12 | 0.2029 | 82.81 | 28.17 | 7.74 | 6.25 | 8,150 | — | |
| Bailando2024.05 | 0.2029 | 82.81 | — | 7.74 | — | — | — | |
| Bailando2024.05 | 0.2029 | 82.81 | — | 7.74 | — | — | — | |
| Bailando2026.03 | 0.2029 | 82.81 | 28.17 | 7.74 | 6.25 | — | — | |
| Bailando2026.05 | 0.202 | 82.81 | 28.17 | 7.74 | 6.25 | — | 0.188 | |
| GT2026.05 | 0.201 | — | — | 9.94 | 7.54 | — | 0.062 | |
| FACT2025.12 | 0.1831 | 113.38 | 97.05 | 3.36 | 6.37 | 9,340 | — | |
| FACT2024.05 | 0.1831 | 113.38 | — | 3.36 | — | — | — | |
| FACT2024.05 | 0.1831 | 113.38 | — | 3.36 | — | — | — | |
| FACT2026.03 | 0.1831 | 113.38 | 97.05 | 3.36 | 6.37 | — | — | |
| FACT2026.05 | 0.183 | 113.38 | 97.05 | 3.36 | 6.37 | — | 0.284 |