Repository navigation
Feature: build the interactive benchmark-results dashboard promised in ROADMAP.md Phase 5 #744
Description
Activity
Fixed in 0399ded: added benchmark.html + assets/benchmark-dashboard.js + assets/benchmark.css - a client-side, filterable/sortable explorer for results/results_fairness.csv and results/results_performance.csv, mirroring the Open Dataset Profiler's web/CLI split. Loads via a bundled-results fetch button or drag-and-drop of your own faircode benchmark export; filters by audit/strategy/model/protected_attribute/metric plus a significant-only toggle, sortable table, and a bar chart. Verified with a real DOM-stub-driven test (no jsdom in this repo) that loads/filters/sorts/tab-switches against the actual results/*.csv and checks every number against pandas ground truth computed in the test itself, so it stays correct as results/ keeps moving. This was the last unchecked item in ROADMAP.md Phase 5, now complete. Full suite (519 passed), ruff, em-dash check, broken-links check, CODEOWNERS coverage all clean.
- added a commit that references this issue
on Sep 30, 2026
Where:
ROADMAP.mdPhase 5,results/(results_fairness.csv, results_performance.csv, summary.csv, figures/),profiler.html(as the existing web/CLI split precedent).Current gap: ROADMAP.md's Phase 5 checklist has one remaining unchecked item:
- [ ] Fairness dashboard for the benchmark harness results (interactive results/ explorer, mirroring the Open Dataset Profiler's web/CLI split)- every other Phase 5 item is checked off, including the Open Dataset Profiler itself and the benchmark harness that producesresults/. Right nowfaircode benchmarkonly writes static CSVs and PNG figures with no browser-based way to explore/filter them (by audit, model, strategy, metric, protected attribute) the wayprofiler.htmllets you explore a single dataset's profile interactively.Repro:
Suggested approach: a new static page (e.g.
benchmark.html+assets/benchmark-dashboard.js) that fetches/parsesresults/results_fairness.csvandresults/results_performance.csvclient-side (or accepts a drag-and-drop of a user's ownresults/export) and renders filterable tables/charts - audit × model × strategy × metric - reusing the existing bootstrap-CI/permutation-p-value columns already in those CSVs, styled consistently with the design tokens shared byindex.html/profiler.html.