Observed arrival · 2026-10-14
PaveBench puts AI to work on the parking lot
An open benchmark compares AI systems on measuring paved areas, counting parking stalls, and reading lot striping from aerial imagery.
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✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
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- AI vision and geospatial benchmark builders
- Worth noticing
- The page lists 23 setups and says maintainers rerun hidden cases before accepting an official result.
Field notes
The example prediction format includes a case ID, task, track, boundary coordinates, cutouts, latency, cost, and model metadata. A change log records a pixel-aligned Web Mercator importer fix and regenerated Justice case; the page also says benchmark data should not appear in training corpora.
Observed signals
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Editorial observations of this landing page, not a rating.
○OpenPublic substance visible
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use
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