Project-AgML/AgroBench
Project AgML
Choosing a model for farm image tasks is easier when someone has already written the exam. This is a downloadable evaluation dataset of agricultural questions and images, published for comparing model answers.
QUICK INFO
SOLUTION TYPE
Models, data & tools
TECHNOLOGY CATEGORY
Benchmarks & evaluations
AREA OF WORK
Research & scientific knowledge
ACCESS
Free
DEPLOYMENT
Self-hosted / on-premise · Downloadable
SOURCE REVIEWED
August 17, 2026
What it helps with
- Compare models on farm image tasks
- Pick a model for crop photo questions
- Farm questions and images for testing
- Check how well a model answers agriculture questions
- Ready made exam for agricultural models
Scope & audience
WHO IT'S FOR
Scientist / researcher · Developer / AI builder
AREA OF WORK
Research & scientific knowledge
COMMODITY / SCOPE
Cross-commodity
Access & technical details
ACCESS
Anyone can get it
INTERFACE
Model download / weights · Dataset download
DEPLOYMENT
You run it yourself
LANGUAGES
Not stated by provider
Featured media
Source information
This listing was compiled from publicly available source material. Verify current details with the provider.
PROVIDER DOCUMENTATION
Reviewed August 2026
Explore more like this
AI AgriBench Smallholders
AI AgriBench
Products & platforms
Advice that works for a large farm may be useless to a smallholder, so testing should reflect that. This is a set of smallholder farmer questions and answers gathered from development organisations, used to compare advisory models.
Free
Cloud-hosted · Downloadable
Benchmarks & evaluations
AI AgriBench Smallholders
advise-educate
extension-advisory-and-education
usable-product-or-platform
benchmarks-and-evals
Free
Cloud-hosted · Downloadable
August 23, 2026
- Does this advice work for a smallholder
- Compare advisory models on smallholder questions
- Smallholder farmer questions and answers
- Test farm advice for small farms
- Score a model on questions from small growers
- Test set built from development organisation data
ApisTox bee-toxicity ML benchmark harness
Jakub Adamczyk (AGH University of Krakow)
Models, data & tools
You want to know whether a chemistry model carries over from medicines to farm chemicals before you rely on it. This is downloadable evaluation code that runs several molecule modelling approaches over a bee toxicity dataset and reports how each scored.
Free
Self-hosted / on-premise · Downloadable
Benchmarks & evaluations
ApisTox bee-toxicity ML benchmark harness
diagnose-protect-assure
crop-protection-and-plant-health
buildable-or-downloadable-component
benchmarks-and-evals
Free
Self-hosted / on-premise · Downloadable
August 23, 2026
- Check if a chemistry model works on farm chemicals
- Compare molecule models on bee toxicity
- Run evaluation code on a pesticide dataset
- Does a medicine model carry over to pesticides
- Scored results for several molecule methods
Is this your Resource?
Contact us to claim this listing and add details, screenshots or a demo.