CAD-Coder: Text-to-CAD Generation with Chain-of-Thought and Geometric Reward

arXiv 2025 31 method, system

Read-first score

Read-first score 31, weighted from topical fit, citation, graph, method, reproducibility, and recency signals.

Recency 11%

86.7

Uses a gentle age decay so recent papers surface without erasing older foundations. 2025

Reproducibility 33%

Screens links and visible text for paper, code, dataset, artifact, and repository signals. pdf=True; code=False; dataset=False; markers=code

Topical relevance 56%

15.6

Matches configured research keywords against title, abstract, tags, and analysis text. matched=4

Frontier

Stability: volatile; rank range: 61.