SAGE-Eval Food and Pet Safety Subset

SAGE-Eval authors

Assistants sometimes give advice that is fine in general but unsafe in a particular kitchen or for a particular pet. This is a portion of a safety test collection covering food and pet food scenarios across many reworded questions.

Models, data & tools
Food safety, quality & nutrition
Free
Self-hosted / on-premise · Downloadable
Visit provider site
QUICK INFO
SOLUTION TYPE
Models, data & tools
TECHNOLOGY CATEGORY
Benchmarks & evaluations
AREA OF WORK
Food safety, quality & nutrition
ACCESS
Free
DEPLOYMENT
Self-hosted / on-premise · Downloadable
SOURCE REVIEWED
August 17, 2026

What it helps with

  • Check if an assistant gives unsafe kitchen advice
  • Test chatbot answers on pet food safety
  • Reworded safety questions for testing models
  • Is this food safe for my dog
  • Find where advice models go wrong on safety

Scope & audience

WHO IT'S FOR

Food safety & QA manager · Developer / AI builder

AREA OF WORK

Food safety, quality & nutrition

COMMODITY / SCOPE

Food processing & safety

Access & technical details

ACCESS

Anyone can get it

INTERFACE

Code repository

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

Explore more like this

Quality Index Insurance Certification (QUIIC)

University of California Davis Feed the Future MRR Innovation Lab with RCMRD
Services & solution providers
Before trusting an AI system on a farming or food task you need a way to check it. Certifies agricultural index insurance products by measuring basis risk between index estimated losses and actual farmer losses.
Paid or approval
Cloud-hosted
Benchmarks & evaluations
View listing
Quality Index Insurance Certification (QUIIC)
research-develop
research-and-scientific-knowledge
obtainable-service-or-consultancy
benchmarks-and-evals
Paid or approval
Cloud-hosted
August 17, 2026
  • Certify a crop index insurance product
  • How close is an index to real farmer losses
  • Measure basis risk in index insurance
  • Independent review of an insurance index
  • Validate an agricultural insurance product

Sorghum SNP Benchmark leaderboard

Saint Louis University vision lab
Models, data & tools
Before trusting an AI system on a farming or food task you need a way to check it. Ranks models predicting sorghum genotype from plant imagery, reporting top image accuracy and top cultivar accuracy per marker.
Free
Cloud-hosted
Benchmarks & evaluations
View listing
Sorghum SNP Benchmark leaderboard
research-develop
research-and-scientific-knowledge
buildable-or-downloadable-component
benchmarks-and-evals
Free
Cloud-hosted
August 17, 2026
  • Predict sorghum genetics from plant photos
  • Compare models on sorghum genotype prediction
  • See cultivar accuracy rankings
  • Can images reveal genetic markers
  • Leaderboard for sorghum imagery models
Is this your Resource?

Contact us to claim this listing and add details, screenshots or a demo.