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  5. GSM8K
Evaluation & Benchmarksaka Grade School Math 8K

GSM8K

GSM8K is a dataset and benchmark of grade-school mathematics word problems with worked solutions.

Ask Melo about this← all terms

A model must translate a short story problem into arithmetic reasoning and produce the expected answer. Evaluations usually parse the final numerical result while prompts may include or omit worked examples. Exact setup matters because intermediate reasoning prompts can change performance.

Related terms

MATH BenchmarkAIME BenchmarkChain-of-Thought PromptingExact MatchZero-Shot EvaluationEval Suite

Where GSM8K comes up

  • DeepMind Recirculation: Better Gemma 3 Reasoning Without Changing Its Weights
  • Goodhart’s Law Comes for Every Benchmark You Trust: The 2026 Receipts
  • AI Benchmarks in 2026: The Complete Guide to MMLU, GPQA, SWE-bench, and Beyond
  • Neutrino-1 8B: Ternary Weights on One Artifact