Text-to-Motion Generation on BiHumanML3D English
55.8R-Precision (Top 1)BiMD
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| BiMDCLA=true2026.03 | 55.8 | 73.1 | 82.8 | 0.045 | 2.803 | 9.619 | |
| BiMDCLA=false2026.03 | 52.8 | 70.9 | 80.8 | 0.169 | 3.152 | 9.881 | |
| MLDCLA=true2026.03 | 51.5 | 71.3 | 80.7 | 0.397 | 3.105 | 9.748 | |
| RealCLA=N/A2026.03 | 51.1 | 70.3 | 79.7 | 0.002 | 2.974 | 9.503 | |
| Mo.DiffuseCLA=true2026.03 | 50.8 | 68.1 | 80.2 | 0.36 | 3.131 | 9.656 | |
| MLDCLA=false2026.03 | 48.8 | 68.7 | 77.3 | 0.681 | 3.371 | 9.865 | |
| Mo.DiffuseCLA=false2026.03 | 47.6 | 66.6 | 77.5 | 0.991 | 3.356 | 9.972 | |
| MDMCLA=true2026.03 | 47.6 | 67.3 | 78.6 | 0.378 | 3.318 | 9.92 | |
| MDMCLA=false2026.03 | 46.2 | 66.9 | 77.3 | 0.527 | 3.547 | 10.01 |