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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 83 of 389

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TaskDatasetDomainTrendResultsLast update
Question AnsweringHotpotQAnlp21Feb 26, 2026
Multi-hop Question AnsweringMusiQue answerable settingnlpretrieval search rag21Feb 26, 2026
Multi-hop Question AnsweringHotpotQA distractor settingnlpretrieval search rag21Feb 26, 2026
Question Answeringen multifieldnlp21Feb 27, 2026
Question AnsweringTruthfulQA o=1 Domain-level splitnlp21Feb 26, 2026
Question AnsweringTruthfulQA o=1 Semantic-levelnlp21Feb 26, 2026
Question AnsweringTruthfulQA o=1 (Exact split)nlp21Feb 26, 2026
Question AnsweringTruthfulQA Domain-level split, o=3nlp21Feb 26, 2026
Question AnsweringTruthfulQA Semantic-level split o=3nlp21Feb 26, 2026
Question AnsweringTruthfulQA Exact split, o=3nlp21Feb 26, 2026
Code Question AnsweringPython Code Question Answering downstreamcode developer ainlp21Feb 26, 2026
Question AnsweringAverage (SQuAD, NewsQA, TriviaQA, NQ, HotpotQA)nlp21Feb 26, 2026
Question AnsweringHotpotQAnlp21Feb 26, 2026
Question AnsweringNQnlp21Feb 26, 2026
Question AnsweringTriviaQAnlp21Feb 26, 2026
Question AnsweringSQuADnlp21Feb 26, 2026
Medical Question AnsweringMedXpert (test)bio medicalnlp21Jun 26, 2026
Single-hop Question AnsweringNQ (Natural Questions) (test)nlpretrieval search rag21Feb 26, 2026
Question AnsweringWTQnlp21Mar 18, 2026
OCR-based Visual Question AnsweringAI2D 2016 (test)computer visionnlp21Feb 26, 2026
Multi-hop Question AnsweringIIRCnlpretrieval search rag21Jul 3, 2026
Question AnsweringHotpotQA December 2018 Wikipedia dump (test)nlp21Jun 26, 2026
Question AnsweringNQ, TriviaQA, and WebQ (test)nlp21Feb 26, 2026
Video Question AnsweringDeVE-QA (test)multimodalcomputer vision21Feb 26, 2026
Citation-augmented Question AnsweringGT, PK 1.0 (test)retrieval search ragllm chat instruction21Feb 27, 2026