Why it matters
Coding evals shape coder LLM choice. Understanding shapes eval.
Advertisement
The architecture
HumanEval: unit tests on generated code.
SWE-bench: real repo issues.
LiveCodeBench: fresh contest problems.
Advertisement
How it works end to end
HumanEval + MBPP saturated.
SWE-bench Verified for realistic.
LiveCodeBench refreshes.
BigCodeBench broader.