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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 90 of 389

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TaskDatasetDomainTrendResultsLast update
RAG Question AnsweringNQ (Natural Questions)retrieval search ragnlp20Feb 26, 2026
RAG Question AnsweringHotpotQAretrieval search ragnlp20Feb 26, 2026
Multi-hop Question AnsweringHotpotQAnlpretrieval search rag20Feb 26, 2026
Question AnsweringHotpotQAnlp20Feb 26, 2026
Visual Question AnsweringTextVQAmultimodalcomputer vision+120Mar 30, 2026
Visual Question AnsweringVQA v2multimodalcomputer vision+120Mar 17, 2026
3D Visual Question AnsweringOMNI3D BENCH3d vision geometrycomputer vision+120Mar 24, 2026
Video Question AnsweringLongVideoBench KFS-Bench (full set)multimodalcomputer vision20Feb 26, 2026
Video Question AnsweringVideoMME KFS-Bench full setmultimodalcomputer vision20Feb 26, 2026
Visual Question AnsweringSGG-VQA Anatomymultimodalcomputer vision+120Feb 26, 2026
Visual Question AnsweringVQA v2 (Novel Compositional Test)multimodalcomputer vision+120May 22, 2026
Visual Question AnsweringVQA Standard v2 (test)multimodalcomputer vision+120May 22, 2026
Multimodal Search-based Question AnsweringMMSearch+retrieval search ragmultimodal20Feb 26, 2026
Visual Question AnsweringVDRmultimodalcomputer vision+120Feb 26, 2026
Online Video Question AnsweringStreamingBenchmultimodalnlp20Feb 26, 2026
Question AnsweringOpenBookQAnlp20Feb 26, 2026
Question AnsweringNQnlp20Feb 26, 2026
Question AnsweringHotpotQA 296:204 (test)nlp20Feb 26, 2026
Question AnsweringQASPER 1200:251 (test)nlp20Feb 26, 2026
Knowledge Graph Question AnsweringGrailQA (Overall)graphnlp20Feb 26, 2026
Visual Question AnsweringMMEmultimodalcomputer vision+120Jun 1, 2026
Question AnsweringTruthfulQA 1.0 (test)nlp20Feb 26, 2026
Question AnsweringBBQ (test)nlp20Feb 26, 2026
Long-horizon Question AnsweringLoCoMollm chat instructionnlp20Feb 26, 2026
Long-horizon Question AnsweringLoCoMo Overall All Categories 1.0llm chat instructionnlp20Feb 26, 2026