Our proposed model establishes a strong regression-based approach that enhances zero-shot shape reconstruction using an intermediate representation of the 3D visible surface, which aids in effective geometric reasoning.
We curated a real-world evaluation benchmark by pooling data from three diverse 3D datasets, which is significantly larger than previously utilized test sets in similar works, marking a step forward in this field.
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