Rubric Discovery
Meta-environment for learning rubric functions from labeled examples
- Domain
- rl-env
- License
- apache-2.0
- Published
- Feb 2026
Cite
Notes
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Top score 40.6% by GPT-4.1 Mini - 1 model reporting (1 frontier)
Top models
1
Related tools
1Implementations, trainers, datasets and scaffolds linked to this eval.
FAQ
- What is Rubric Discovery?
- Meta-environment for learning rubric functions from labeled examples
- What is the current top score on Rubric Discovery?
- The top reported score is 40.6% by GPT-4.1 Mini, across 1 model reporting (1 from frontier labs).
- How can a model improve its Rubric Discovery score?
- Tools linked to Rubric Discovery on Sophon include Rubric Discovery RL Env (Community) - RL environments, datasets, and scaffolds that target this eval.
- What license is Rubric Discovery under?
- Rubric Discovery is available under apache-2.0.