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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 96 of 389

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TaskDatasetDomainTrendResultsLast update
Knowledge Base Question AnsweringGrailQAbility unanswerable 1.0 (test)nlpretrieval search rag19Feb 26, 2026
Multiple-Choice Question AnsweringQuALITYnlp19Apr 28, 2026
Video Question AnsweringVideo-MME Overall 1.0multimodalcomputer vision19Feb 26, 2026
OCR and Text-based Visual Question AnsweringOCRBenchcomputer visionnlp19Feb 26, 2026
Open-ended Visual Question AnsweringPMC-VQA (test-initial)multimodalcomputer vision+119Feb 26, 2026
Visual Question AnsweringUDK-VQA 1.0 (test)multimodalcomputer vision+119Feb 26, 2026
Visual Question AnsweringPathVQAmultimodalcomputer vision+119Feb 26, 2026
Question AnsweringTriviaQA DPRnlp19Feb 26, 2026
Question AnsweringNQ DPR 3610 questionsnlp19Feb 26, 2026
Question AnsweringTriviaQA adversarial Contriever retrieved top 10nlp19Feb 26, 2026
Question AnsweringCondaQA (test)nlp19Feb 26, 2026
Science Question AnsweringScienceQA (val)nlpbio medical19Feb 26, 2026
Video Question AnsweringTGIF-QA FrameQAmultimodalcomputer vision19Feb 26, 2026
Visual Question AnsweringInfographicVQAmultimodalcomputer vision+119May 19, 2026
Visual Question AnsweringVQAv2 (dev)multimodalcomputer vision+119Feb 26, 2026
Open-domain question answeringNatural Questionsnlpretrieval search rag19Feb 27, 2026
Open-domain question answeringTriviaQAnlpretrieval search rag19Feb 27, 2026
Question AnsweringRACE-Cnlp19Feb 26, 2026
Question AnsweringAdversarialQA (val)nlp19Feb 26, 2026
Table Question AnsweringWIKISQL WEAK (dev)nlpretrieval search rag19Feb 26, 2026
Visual Question AnsweringPathVQA (test)multimodalcomputer vision+119Feb 26, 2026
Extractive Question AnsweringMRQAnlp19Feb 26, 2026
Question AnsweringTriviaQA Wikipedia (dev-full)nlp19Feb 26, 2026
Long-form Question AnsweringASQAllm chat instructionnlp19Apr 10, 2026
Visual Question AnsweringCulturalVQA (test)multimodalcomputer vision+119Feb 26, 2026