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MathEval

a comprehensive benchmarking platform designed to evaluate large models' mathematical abilities across 20 fields and nearly 30,000 math problems.

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About MathEval

MathEval is a benchmarking platform for evaluating large models on mathematical problems. It covers 20 fields and nearly 30,000 problems, providing a standardized test suite for assessing mathematical reasoning.

Best for

Researchers and developers benchmarking mathematical reasoning in large models.

Use cases

  • Benchmarking LLMs on mathematical reasoning across diverse fields
  • Comparing model performance on a standardized set of nearly 30,000 problems
  • Evaluating fine-tuned models for math-specific capabilities

Pros

  • Large benchmark with nearly 30,000 problems for robust evaluation
  • Covers 20 distinct mathematical fields for broad assessment
  • Community-driven platform encouraging transparency and collaboration

Cons

  • Limited to mathematical abilities, not a general benchmark
  • Problem selection may not represent all math subfields equally
  • No built-in model or training component, evaluation only

Key facts

What we have checked

Not checked yet. Dated facts such as prices, releases and repository activity appear here once we have confirmed them from a source.

Alternatives

Alternatives to MathEval

RecordTypeHow we knowChecked
lm-evaluation-harnessThis is an alternative to itOpen sourceNamed in the listingNot dated
OpenAI EvalsThis is an alternative to itOpen sourceNamed in the listingNot dated

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Sources

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