Single-object 4D Motion Generation on User Study Single-object 4D Motion Generation 1.0 (test)
47Prompt AlignmentCHORD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CHORDObject=Chest2026.01 | 47 | 45 | |
| CHORDObject=Scissors2026.01 | 47 | 41 | |
| CHORDObject=Lamp2026.01 | 46 | 43 | |
| CHORDObject=Walking2026.01 | 45 | 45 | |
| CHORDObject=Avg (raw)2026.01 | 44.8 | 42 | |
| CHORDObject=Sitting2026.01 | 39 | 36 | |
| TrajectoryCrafterObject=Sitting2026.01 | 5 | 6 | |
| Animate3DObject=Sitting2026.01 | 4 | 5 | |
| MotionDreamer (Orig)Object=Walking2026.01 | 3 | 1 | |
| Animate3DObject=Chest2026.01 | 2 | 2 | |
| MotionDreamer (Orig)Object=Lamp2026.01 | 2 | 2 | |
| Animate3DObject=Avg (raw)2026.01 | 1.6 | 2.8 | |
| MotionDreamer (Orig)Object=Avg (raw)2026.01 | 1.6 | 2.6 | |
| TrajectoryCrafterObject=Avg (raw)2026.01 | 1.2 | 1.6 | |
| Animate3DObject=Scissors2026.01 | 1 | 0 | |
| Animate3DObject=Walking2026.01 | 1 | 2 | |
| AnimateAnyMeshObject=Lamp2026.01 | 1 | 0 | |
| AnimateAnyMeshObject=Sitting2026.01 | 1 | 1 | |
| MotionDreamer (Orig)Object=Chest2026.01 | 1 | 1 | |
| MotionDreamer (Orig)Object=Scissors2026.01 | 1 | 7 | |
| MotionDreamer (Orig)Object=Sitting2026.01 | 1 | 2 | |
| MotionDreamer (Wan)Object=Lamp2026.01 | 1 | 0 | |
| MotionDreamer (Wan)Object=Scissors2026.01 | 1 | 0 | |
| TrajectoryCrafterObject=Walking2026.01 | 1 | 0 | |
| AnimateAnyMeshObject=Avg (raw)2026.01 | 0.4 | 0.8 | |
| MotionDreamer (Wan)Object=Avg (raw)2026.01 | 0.4 | 0.2 | |
| Animate3DObject=Lamp2026.01 | 0 | 5 | |
| AnimateAnyMeshObject=Chest2026.01 | 0 | 0 | |
| AnimateAnyMeshObject=Scissors2026.01 | 0 | 1 | |
| AnimateAnyMeshObject=Walking2026.01 | 0 | 2 | |
| MotionDreamer (Wan)Object=Chest2026.01 | 0 | 1 | |
| MotionDreamer (Wan)Object=Sitting2026.01 | 0 | 0 | |
| MotionDreamer (Wan)Object=Walking2026.01 | 0 | 0 | |
| TrajectoryCrafterObject=Chest2026.01 | 0 | 1 | |
| TrajectoryCrafterObject=Lamp2026.01 | 0 | 0 | |
| TrajectoryCrafterObject=Scissors2026.01 | 0 | 1 |