ApisTox bee-toxicity ML benchmark harness
Jakub Adamczyk (AGH University of Krakow)
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.
QUICK INFO
SOLUTION TYPE
Models, data & tools
TECHNOLOGY CATEGORY
Benchmarks & evaluations
AREA OF WORK
Crop protection & plant health
ACCESS
Free
DEPLOYMENT
Self-hosted / on-premise · Downloadable
SOURCE REVIEWED
August 23, 2026
What it helps with
- 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
Scope & audience
WHO IT'S FOR
Scientist / researcher · Input manufacturer (seed / chem / fert)
AREA OF WORK
Crop protection & plant health
COMMODITY / SCOPE
Crop protection
Access & technical details
ACCESS
Anyone can get it
INTERFACE
Dataset download · Code repository
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
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