AI EVALUATION, IN CONTEXT.BY EQUALITY MACHINE

LLM Stats

TheoremQA

A theorem-driven question answering dataset containing 800 high-quality questions covering 350+ theorems from Math, Physics, EE&CS, and Finance. Designed to evaluate AI models' capabilities to apply theorems to solve challenging university-level science problems.

Evaluation context and evidence

Source
LLM Stats
Publisher
Not recorded
Benchmark release
Not recorded
Collected
2026-08-17
Modality
text

These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.

Original sources

Reported results 6

Shown in source observation order, not ranked. Dates retain the precision provided by the source.

ModelValueUnitProtocolReported date and basisSource
Qwen2 72B Instruct0.444Not recordedNot recorded2024-07-23 · model_announcementLLM Stats
Qwen2.5 32B Instruct0.441Not recordedNot recorded2024-09-19 · model_announcementLLM Stats
Qwen2.5-Coder 32B Instruct0.431Not recordedNot recorded2024-09-19 · model_announcementLLM Stats
Qwen2.5 14B Instruct0.43Not recordedNot recorded2024-09-19 · model_announcementLLM Stats
Qwen2.5-Coder 7B Instruct0.34Not recordedNot recorded2024-09-19 · model_announcementLLM Stats
Qwen2 7B Instruct0.253Not recordedNot recorded2024-07-23 · model_announcementLLM Stats