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ADR-0007: A reader-preference panel in the benchmark

  • Status: Proposed
  • Date: 2026-09-22

Van Wageningen, Mchedlidze and Telea (GD 2025) show that a drawing can be morphed into an arbitrary shape while one or more quality metrics stay almost unchanged, so metrics alone can rate a poor drawing as good. Mooney et al. (GD 2025) show that people perceive and prefer lower stress, which makes stress one metric with evidence from people behind it.

The benchmark includes a blind pairwise panel of 20+ readers plus a reachability task, reported with 95% confidence intervals (benchmark.md). A public “better than X” claim needs both a metric improvement and a panel win whose interval excludes zero.

Option Buys Costs
Metrics + panel A defensible claim; catches metric-gaming Recruiting and running 20+ readers per release that changes layout
Metrics only Automatic, runs in CI Can’t support a readability claim
LLM-as-judge Cheap, repeatable No evidence it tracks what human readers find clear for diagrams; useful only as a pre-filter

Whether a result can support a public claim, against cost per run. Defensibility decided it.

  • Easier: marketing and documentation claims rest on evidence.
  • Harder: each layout-changing release needs a panel run. TODO(owner): who recruits readers and how often the panel runs.
  • Expensive to reverse: nothing.