ArchCAD-400K: An Open Large-Scale Architectural CAD Dataset and New Baseline for Panoptic Symbol Spotting

arXiv 2025 29.6 benchmark, method, application

Read-first score

Read-first score 29.6, 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=True; markers=dataset

Topical relevance 56%

4.2

Matches configured research keywords against title, abstract, tags, and analysis text. matched=1

Frontier

Stability: volatile; rank range: 84.