AI benchmarks and leaderboards are different things
Learn the difference between a benchmark, an evaluation run and a leaderboard, and use each to answer the right question.
LLM Stats
CRUXEval input prediction task with Chain of Thought (CoT) prompting. Part of the CRUXEval benchmark for code reasoning, understanding, and execution evaluation. Given a Python function and its expected output, the task is to predict the appropriate input using chain-of-thought reasoning. Consists of 800 Python functions (3-13 lines) designed to evaluate code comprehension and reasoning capabilities.
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.
Shown in source observation order, not ranked. Dates retain the precision provided by the source.
| Model | Value | Unit | Protocol | Reported date and basis | Source |
|---|---|---|---|---|---|
| Qwen2.5-Coder 7B Instruct | 0.565 | Not recorded | Not recorded | 2024-09-19 · model_announcement | LLM Stats |