Mathematical Reasoning Benchmark
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A Mathematical Reasoning Benchmark is a reasoning benchmark that evaluates mathematical reasoning capabilities of AI models.
- Context:
- It can (often) cover various topics, from basic arithmetic to advanced subjects such as algebra, calculus, and probability.
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- It can test model capabilities through programmatically generated datasets.
- It can assess the limits of model performance on diverse tasks.
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- Example(s):
- GSM8K Benchmark, which evaluates multi-step arithmetic problem-solving skills of large language models.
- MATH Benchmark, which challenges models with advanced mathematics competition problems across a range of topics.
- AQuA Benchmark, which tests algebraic reasoning by converting word problems into solvable equations.
- BIG-bench, which includes tasks designed to probe mathematical reasoning alongside other areas.
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- Counter-Example(s):
- See: ..., ....