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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 238 of 389

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TaskDatasetDomainTrendResultsLast update
Video Question AnsweringTVQA zero-shot (test)multimodalcomputer vision8Feb 26, 2026
Knowledge Base Question AnsweringGrailQAbility answerable zero-shotnlpretrieval search rag8Feb 26, 2026
Knowledge Base Question AnsweringGrailQAbility answerable (IID)nlpretrieval search rag8Feb 26, 2026
Table Visual Question AnsweringTabFactcomputer visionnlp8Feb 27, 2026
List-based Question Answering with CitationsQAMPARIretrieval search ragnlp8Feb 26, 2026
Long-form Question Answering with CitationsELI5llm chat instructionretrieval search rag+18Feb 26, 2026
Open-domain question answeringHotpot QA (val)nlpretrieval search rag8Feb 26, 2026
Open-domain question answeringNQ (val)nlpretrieval search rag8Feb 26, 2026
Grounded Question AnsweringSQuAD Num ID v1 (test)computer visionnlp8Feb 26, 2026
Grounded Question AnsweringSQuAD Rare ID v1 (test)computer visionnlp8Feb 26, 2026
Grounded Question AnsweringSQuAD Title ID v1 (test)computer visionnlp8Feb 26, 2026
Audio-Visual Question AnsweringMUSIC-AVQA balanced (test)multimodalspeech audio+18Feb 26, 2026
Scientific Question AnsweringScienceQA Inlpbio medical8Feb 26, 2026
Question AnsweringPersonQAnlp8Feb 26, 2026
Question AnsweringLQAnlp8Feb 26, 2026
Medical Question AnsweringBioASQ (test)bio medicalnlp8Feb 26, 2026
Medical Question AnsweringCMedQA (test)bio medicalnlp8Feb 26, 2026
Question AnsweringCSQAnlp8Feb 26, 2026
Question AnsweringMMLUnlp8Feb 26, 2026
Multiple Choice Question AnsweringCSQA (test)nlp8Feb 26, 2026
Question AnsweringQALD en 10nlp8Feb 26, 2026
Table Question AnsweringWikiTQ Large (>4000 tokens)nlpretrieval search rag8Feb 26, 2026
Text-oriented Visual Question AnsweringKLCmultimodalcomputer vision+18Feb 26, 2026
Visual Question AnsweringChart VQA (test)multimodalcomputer vision+18Feb 26, 2026
Visual Question AnsweringVQAV2, OK-VQA, GQA 1,000 sampled cases (test)multimodalcomputer vision+18Feb 26, 2026