The most widely used benchmarks for evaluating LLMs

Commonsense Reasoning - HellaSwag - Winogrande - PIQA - SIQA - OpenBookQA - ARC - CommonsenseQA Logical Reasoning - MMLU - BBHard Mathematical Reasoning - GSM-8K - MATH - MGSM - DROP Code Generation - HumanEval - MBPP World Knowledge & QA - NaturalQuestions - TriviaQA - MMMU - TruthfulQA I collected their descriptions and links to their original papers here: https://www.turingpost.com/p/llm-benchmarks