SmartKisan-Finance Held-Out Eval Set
solokingM
Lending and insurance questions from small farmers need answers you can sanity check before going live. This is a small held-back question set shipped alongside a fine-tuned add-on for smallholder farm finance, for testing its replies.
QUICK INFO
SOLUTION TYPE
Models, data & tools
TECHNOLOGY CATEGORY
Benchmarks & evaluations
AREA OF WORK
Agricultural markets & farm finance
ACCESS
Free · Open source
DEPLOYMENT
Self-hosted / on-premise · Downloadable
SOURCE REVIEWED
August 17, 2026
What it helps with
- Test a bot on farm loan questions
- Check answers about crop insurance for small farms
- Held back questions for farm finance models
- Smallholder lending questions with answers
- Sanity check a farm finance assistant before launch
Scope & audience
WHO IT'S FOR
Lender / insurer / risk analyst · Developer / AI builder
AREA OF WORK
Agricultural markets & farm finance
COMMODITY / SCOPE
Cross-commodity
Access & technical details
ACCESS
Anyone can get it
INTERFACE
Model download / weights · 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
Explore more like this
DigiGreen/Agri_STT_Benchmarking_Dataset
Digital Green
Models, data & tools
Voice services for farmers only work if the software hears farming words correctly. This is a test dataset of agricultural speech recordings with transcripts, for measuring how speech to text systems handle the vocabulary.
Free · Open source
Self-hosted / on-premise · Downloadable
Benchmarks & evaluations
DigiGreen/Agri_STT_Benchmarking_Dataset
advise-educate
extension-advisory-and-education
buildable-or-downloadable-component
benchmarks-and-evals
Free · Open source
Self-hosted / on-premise · Downloadable
August 17, 2026
- Does the software hear farming words correctly
- Test speech to text on farm vocabulary
- Agricultural speech recordings with transcripts
- Compare voice recognition for farmer services
- Measure transcription errors on crop terms
- Test a voice helpline for growers
PlantInquiryVQA
PlantInquiryVQA authors
Models, data & tools
Diagnosing a plant problem is rarely one question, it is a back and forth that narrows things down. This is a large test set of plant images with multi-step diagnostic questions and answers for checking models that read pictures.
Free · Open source
Self-hosted / on-premise · Downloadable
Benchmarks & evaluations
PlantInquiryVQA
diagnose-protect-assure
crop-protection-and-plant-health
buildable-or-downloadable-component
benchmarks-and-evals
Free · Open source
Self-hosted / on-premise · Downloadable
August 17, 2026
- Test an app that diagnoses plants from photos
- Step by step plant problem questions
- Check if a model narrows down a plant disease
- Plant images with diagnostic questions and answers
- Compare models that read plant pictures
Is this your Resource?
Contact us to claim this listing and add details, screenshots or a demo.
