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Benchmarks for “question answering”

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

9,723 benchmarksPage 289 of 389

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TaskDatasetDomainTrendResultsLast update
Multi-hop Knowledge-based Question AnsweringPathQuestion M 1.0nlpretrieval search rag6Feb 26, 2026
Multiple Choice Question AnsweringMMLU (Hendrycks Tasks) Part 2nlp6Feb 26, 2026
Open-domain Question AnsweringComplexWebQuestions (CWQ) (dev)nlpretrieval search rag6Feb 26, 2026
Question AnsweringPubMedQAnlp6Feb 26, 2026
Question AnsweringELI5nlp6Feb 26, 2026
Video Question AnsweringAVSD-QA (test)multimodalcomputer vision6Feb 26, 2026
Extractive Question AnsweringSQuAD MRQAnlp6Feb 26, 2026
Multiple-choice Question AnsweringEgo4D (first-view)nlp6Feb 26, 2026
Conversational Question AnsweringCoQA without human rewrites v1.0 (test)nlpllm chat instruction6Feb 26, 2026
Question AnsweringX-CSQAnlp6Feb 26, 2026
Question AnsweringTAT-QA 1.0 (test)nlp6Feb 26, 2026
Question AnsweringHybridQA 1.0 (test)nlp6Feb 26, 2026
Question AnsweringHybridQA 1.0 (dev)nlp6Feb 26, 2026
Question AnsweringBoolQ (dev)nlp6Feb 27, 2026
Question AnsweringBoolQ CSnlp6Feb 26, 2026
Question AnsweringNP-BoolQnlp6Feb 26, 2026
Question AnsweringDROP CSnlp6Feb 26, 2026
Question AnsweringROPES CSnlp6Feb 26, 2026
Question AnsweringROPESnlp6Feb 26, 2026
Question AnsweringQuoref CSnlp6Feb 26, 2026
Question AnsweringQuorefnlp6Feb 26, 2026
Question AnsweringNewsQAnlp6Feb 26, 2026
Cloze-style Question AnsweringReCoRD (dev)nlp6Feb 26, 2026
Retrieval Question AnsweringTextretrieval search ragnlp6Feb 26, 2026
Retrieval Question AnsweringREretrieval search ragnlp6Feb 26, 2026