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Teaching Env

Evaluates LLM explanations of textbook excerpts across pedagogy dimensions including concept coverage, coherence, prerequisite ordering, and origin...

Domain
rl-env
License
unknown
Published
May 2026

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Attribution

Leaderboard scores
prime-hub
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Top score 75.7% by GPT-5.5 - 2 models reporting (1 frontier)

Score history

2
60%70%80%90%100%Mar 26Apr 26Qwen3 5 0 8BGPT-5.5

Top models

2
Teaching EnvBar chart with 2 bars. Highest value: GPT-5.5 at 75.7.
2 models

Related tools

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Implementations, trainers, datasets and scaffolds linked to this eval.

FAQ

What is Teaching Env?
Evaluates LLM explanations of textbook excerpts across pedagogy dimensions including concept coverage, coherence, prerequisite ordering, and origin...
What is the current top score on Teaching Env?
The top reported score is 75.7% by GPT-5.5, across 2 models reporting (1 from frontier labs).
How can a model improve its Teaching Env score?
Tools linked to Teaching Env on Sophon include Teaching ENV RL Env (Community) - RL environments, datasets, and scaffolds that target this eval.
What license is Teaching Env under?
Teaching Env is available under unknown.