Instruction-Based Motion Editing on MotionFix (Batch)
100R@1Ground Truth
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ground Truth2026.03 | 100 | 100 | 100 | 1 | |
| UMO-Expert2026.03 | 98.08 | 99.9 | 100 | 1.02 | |
| UMO-Unified2026.03 | 98.08 | 99.9 | 100 | 1.02 | |
| PartMotionEdit2026.03 | 73.96 | 85.83 | 90.21 | 1.92 | |
| MotionLab2026.03 | 72.65 | 82.71 | 87.89 | 2.2 | |
| SimMotionEdit2026.03 | 70.62 | 82.92 | 88.12 | 2.38 | |
| motionReFit2026.03 | 66.33 | 80.05 | 84.98 | 2.64 | |
| TMED2026.03 | 62.9 | 76.51 | 83.06 | 2.71 | |
| MDM-BP2026.03 | 39.1 | 50.09 | 54.84 | 6.46 | |
| MDM2026.03 | 4.03 | 7.56 | 10.48 | 15.55 |