Fields of The World benchmark dataset

Kerner Lab, Arizona State University

Claims about field boundary detection are hard to compare without shared test material. This is a downloadable dataset of labelled farm parcels from many countries, prepared so different boundary models can be measured on the same ground.

Models, data & tools
Geospatial imagery & remote sensing
Free
Self-hosted / on-premise · Downloadable
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QUICK INFO
SOLUTION TYPE
Models, data & tools
TECHNOLOGY CATEGORY
Benchmarks & evaluations
AREA OF WORK
Geospatial imagery & remote sensing
ACCESS
Free
DEPLOYMENT
Self-hosted / on-premise · Downloadable
SOURCE REVIEWED
August 23, 2026

What it helps with

  • Compare field boundary models fairly
  • Labelled farm parcels from many countries
  • Test how well a boundary model works
  • Shared test data for parcel detection
  • Check my field outlining against test data

Scope & audience

WHO IT'S FOR

Scientist / researcher · Developer / AI builder

AREA OF WORK

Geospatial imagery & remote sensing

COMMODITY / SCOPE

Agricultural field parcels

Access & technical details

ACCESS

Anyone can get it

INTERFACE

Dataset download

DEPLOYMENT

You run it yourself

LANGUAGES

Not stated by provider

Source information

This listing was compiled from publicly available source material. Verify current details with the provider.

PROVIDER DOCUMENTATION
Reviewed August 2026

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