4D Shape Generation on DeformingThings4D (test)
15.6MMDNeural Deformation Representation
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Neural Deformation RepresentationConditioning=Conditional, Mesh extraction algorithm=marching cubes, Hardware=single A100 GPU2026.05 | 15.6 | 53.2 | 62.5 | 8.2 | |
| Neural Deformation RepresentationConditioning=Unconditional, Mesh extraction algorithm=marching cubes, Hardware=single A100 GPU2026.05 | 16.4 | 52.8 | 61.9 | 8.1 | |
| HyperDiffusionConditioning=Unconditional, Mesh extraction algorithm=marching cubes, Hardware=single A100 GPU2026.05 | 19.6 | 41.8 | 64.1 | 40.4 |