Benchmark Paper Template Overview A Benchmark paper does not win by proposing a new algorithm. It wins by defining a new evaluation dimension and shipping a construction pipeline that makes the measurement high-quality, scalable, and reproducible. This skill scaffolds the five pillars a reviewer checks, then gives you a six-part Introduction chain, a Section 2-7 skeleton, and a pre-submission checklist. Stage-specific depth lives in seven reference files under . Core capabilities 1. Five-pillar completeness audit : is the Research Gap articulated? Is the Construction Pipeline principled? Is t…