Unverified50% confidenceFactExact time
Commonly used industry benchmarks also include GSM8K (mathematical reasoning), GPQA (graduate-level question answering), and ARC (scientific reasoning).
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9/11/2026
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VerifiedStandard AI benchmarks include MMLU (a comprehensive knowledge test covering 57 subjects), GPQA (graduate-level professional question answering), SWE-bench (real-world software engineering tasks), HumanEval and MBPP (programming ability), and MATH and GSM8K (mathematical reasoning)77% similarUnverifiedGSM8K is a benchmark for testing elementary school-level mathematical reasoning.73% similarUnverified评估大语言模型推理可靠性的系统化基准测试包括GSM8K、MATH竞赛题集和BIG-Bench Hard72% similarUnverifiedMainstream AI benchmarks such as MMLU, HumanEval, and GSM8K primarily evaluate knowledge question answering, code generation, and mathematical reasoning capabilities, and no mature framework yet exists for evaluating a model's performance on emotional authenticity.69% similarVerifiedAI model benchmarking typically evaluates a model's reasoning, coding, and mathematical capabilities on standard datasets such as MMLU, HumanEval, and GSM8K.69% similar
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