Solutions / Model Evaluation
Model Evaluation
Public Japanese benchmarks leak into training data quickly. Fresh, expert-authored evaluation sets stay informative longer.
What this use case needs
Original benchmarks
Newly written questions in culture, law, medicine and professional domains.
Human rubric scoring
Native experts scoring politeness, accuracy and appropriateness.
Safety in context
Risk categories that reflect Japanese law and norms, not translated English lists.
Common pitfalls
- Reusing translated English benchmarks
- Single-annotator judgments with no agreement measure
Relevant sourcing menus
Start here
Tell us what your model is missing.
Describe the data you need. We will respond with feasibility, rights approach and next steps.