Unverified50% confidenceFactExact time
MMLU, GSM8K, HumanEval and C-Eval are common large-model benchmark suites, focusing respectively on multidisciplinary knowledge, elementary-school math reasoning, code generation and comprehensive Chinese ability.
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10/25/2026
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VerifiedGSM8K是小学数学推理基准，HumanEval是代码生成基准，HellaSwag是常识推理基准76% similarUnverifiedCommon reasoning benchmarks include GSM8K (elementary school math word problems), MATH (competition-level math problems), StrategyQA (multi-hop commonsense reasoning), and others; these benchmarks require multi-step derivation and have automatically verifiable answers.73% similarUnverifiedOver the past few years, evaluation of large model capabilities has largely focused on academic benchmarks such as MMLU, GSM8K, and HumanEval.73% similarVerifiedMMLU (Massive Multitask Language Understanding) contains multiple-choice questions across 57 subjects and is used to test the breadth of a model's knowledge.72% similarUnverifiedTraditional benchmarks such as MMLU and GSM8K focus on language and mathematics, while physical intuition tests require models to predict the state of objects after being subjected to forces, collisions, and stacking.71% similar
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