It remains unclear which one best achieves high representation quality while maintaining a good representation compactness for efficient training. Figure 3: Reconstructing the SDF of a shape (a) using different methods: (b) Point-E [62], (c) Shap-E [33], (d) coarse coefficients C0 [28],...