Object Shape Deformation Learning on ShapeNet Seen Categories, Unseen Objects (test)
2.38Chamfer Distance (CD)Our-MV
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Our-MVTemplate Selection Strategy=Retrieved, Template View Configuration=Multi-view2026.05 | 2.38 | 4.69 | 48.79 | |
| Our-SVTemplate Selection Strategy=Retrieved, Template View Configuration=Single-view2026.05 | 2.45 | 4.76 | 48.45 | |
| Our-MVTemplate Selection Strategy=Random, Template View Configuration=Multi-view2026.05 | 2.46 | 4.86 | 47.31 | |
| Our-SVTemplate Selection Strategy=Random, Template View Configuration=Single-view2026.05 | 2.61 | 4.94 | 46.78 | |
| KP-REDTemplate Selection Strategy=Retrieved2026.05 | 3.05 | 5.23 | 46.73 | |
| KP-REDTemplate Selection Strategy=Random2026.05 | 5.1 | 6.35 | 42.05 | |
| ShapeMatcherTemplate Selection Strategy=Retrieved2026.05 | 5.92 | 6.43 | 40.47 | |
| ShapeMatcherTemplate Selection Strategy=Random2026.05 | 13.02 | 8.82 | 34.36 |