Text-to-motion on UA-Net (test)
1.53FIDUniAct
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| UniAct2025.12 | 1.53 | 4.34 | 2.61 | 53.13 | 65.05 | 69.82 | 87.4 | 97 | |
| UniActDownsampling rate=2x2025.12 | 1.58 | 4.31 | 2.84 | 45.63 | 58.99 | 66.91 | 84.4 | 80 | |
| UniAct2025.12 | 1.69 | 5.21 | 2.45 | 41.59 | 54.28 | 60.63 | 83.1 | — | |
| UniActDownsampling rate=2x2025.12 | 1.73 | 4.92 | 2.51 | 38.03 | 50.9 | 58.13 | 80.9 | — | |
| UniActFSQ codebook size=0.25x2025.12 | 1.74 | 4.42 | 2.79 | 48.1 | 61.92 | 66.86 | 75.6 | 88 | |
| UniActFSQ codebook size=0.25x2025.12 | 1.84 | 5.04 | 2.67 | 33.19 | 36.42 | 38.75 | 79.6 | — | |
| BeyondMimic+MDM2025.12 | 1.97 | 4.66 | 3.37 | 17.91 | 21.2 | 26.59 | 57.1 | 77 | |
| OmniH2O+MDM2025.12 | 2.35 | 4.5 | 3.59 | 15.64 | 21.27 | 23.43 | 45.8 | 84 | |
| BeyondMimic+MDM2025.12 | 2.93 | 5.72 | 2.93 | 24.53 | 28.78 | 34.68 | 65.3 | — | |
| OmniH2O+MDM2025.12 | 3.11 | 5.88 | 3.29 | 18.01 | 25.42 | 27.94 | 63 | — | |
| LangWBC2025.12 | 5.17 | 5.03 | 4.19 | 10.21 | 14.47 | 19.73 | 58.2 | — | |
| UH-12025.12 | 6.39 | 5.41 | 4.45 | 12.73 | 14.3 | 17.23 | 51.3 | — |