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Benchmarks for “question answering”

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

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TaskDatasetDomainTrendResultsLast update
Short-video Question AnsweringShort-video QA Suite NextQA, PerceptionTest, MVBench, Tomato, MotionBench, TempCompassmultimodalcomputer vision16Jun 11, 2026
Multimodal Question AnsweringWebQA Text-grounded n=2,455 (test)multimodalnlp+116Jun 11, 2026
Multimodal Question AnsweringWebQA Image-grounded n=2,511 (test)multimodalnlp+116Jun 11, 2026
Text-based Question Answering2WikiMultihopQA & MuSiQue Out-of-domain Average (val)nlp16Jun 11, 2026
Text-based Question AnsweringMuSiQue (val)nlp16Jun 11, 2026
Text-based Question Answering2WikiMultihopQA (val)nlp16Jun 11, 2026
Text-based Question AnsweringHotpotQA (val)nlp16Jun 11, 2026
Multimodal Question AnsweringWebQA Textmultimodalnlp+116Jun 11, 2026
Multimodal Question AnsweringWebQA Imagemultimodalnlp+116Jun 11, 2026
Scientific document Question AnsweringQasperretrieval search ragnlp16Jun 11, 2026
Trivia-style factoid Question AnsweringTriviaQAnlpretrieval search rag16Jun 11, 2026
knowledge-intensive question answeringGPQA Diamondnlpretrieval search rag16Jun 11, 2026
Video Question AnsweringSports-QA (test)multimodalcomputer vision16Jun 9, 2026
Document Question AnsweringLongDocURL (test)nlpcomputer vision16Jun 9, 2026
Document Question AnsweringMMLongBench-Doc (test)nlpcomputer vision16Jun 9, 2026
Long-horizon Question AnsweringLongMemEval-RRllm chat instructionnlp16Jun 5, 2026
Question AnsweringCSQAnlp16Jun 5, 2026
Medical Question AnsweringMedQA, MedMCQA, and PubMedQA (Aggregate 1,000 each)bio medicalnlp16Jun 2, 2026
Multi-Answer Question AnsweringQUESTnlpretrieval search rag16Jun 2, 2026
Multi-Answer Question AnsweringWebQSPnlpretrieval search rag16Jun 2, 2026
Multi-Answer Question AnsweringMintakanlpretrieval search rag16Jun 2, 2026
Multi-hop Question AnsweringMulti-hop QA Datasets calculated average (test)nlpretrieval search rag16Jun 1, 2026
Multi-hop Question AnsweringTriviaQA fixed split (test)nlpretrieval search rag16Jun 1, 2026
Multi-hop Question AnsweringPopQA fixed split (test)nlpretrieval search rag16Jun 1, 2026
Multi-hop Question AnsweringNatural Questions (NQ) fixed split (test)nlpretrieval search rag16Jun 1, 2026