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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 182 of 389

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TaskDatasetDomainTrendResultsLast update
Question AnsweringMULTIHIERTT (test)nlp11Feb 26, 2026
Table Question AnsweringSQA (test)nlpretrieval search rag11Feb 26, 2026
Multi-hop Knowledge-based Question AnsweringPathQuestion-Large (PQL) 3H 1.0nlpretrieval search rag11Feb 26, 2026
Question AnsweringMLQAnlp11Mar 13, 2026
Visual Question AnsweringVQA Easy examples v1 (val)multimodalcomputer vision+111Feb 27, 2026
Visual Question AnsweringVQA Counterexamples v1 (val)multimodalcomputer vision+111Feb 27, 2026
Question AnsweringNatural Questions (NQ) long answer (dev)nlp11Feb 26, 2026
Long-Form Question AnsweringELI5 (val)llm chat instructionnlp11Feb 27, 2026
Spoken Question AnsweringSpoken SQuAD (test)speech audionlp11Feb 26, 2026
Question AnsweringTriviaQA Web domain Verified (test)nlp11Feb 26, 2026
Generative Question AnsweringMsMARCO (dev)nlpllm chat instruction11Feb 26, 2026
Visual Question AnsweringDAQUAR single-word answers portionmultimodalcomputer vision+111Feb 26, 2026
Question AnsweringRGB (test)nlp11Feb 26, 2026
Multimodal Question Answering and UnderstandingMultimodal Benchmark Suite (MMBench-EN, MMVet, TextVQA, SQA-IMG, GQA, VQAv2, SEED-Image, POPE)multimodalnlp+111Feb 26, 2026
Open-ended Question AnsweringTREC-DL-NF (S5)retrieval search ragnlp11Feb 26, 2026
Open-ended Question AnsweringANTIQUE (S5)retrieval search ragnlp11Feb 26, 2026
Spoken Question AnsweringTriviaQA S→Tspeech audionlp10Jul 8, 2026
Spoken Question AnsweringWebQ S→Tspeech audionlp10Jul 8, 2026
Spoken Question AnsweringLlamaQ S→Tspeech audionlp10Jul 8, 2026
Long-form Question AnsweringLong-form QA Datasets Average, Full Pollutionllm chat instructionnlp10Jul 7, 2026
Long-form Question AnsweringLong-form QA Datasets Average, Mixed Pollutionllm chat instructionnlp10Jul 7, 2026
Long-form Question AnsweringLong-form QA Datasets Average Clean RAGllm chat instructionnlp10Jul 7, 2026
Question AnsweringPubMedQA M=12 participants (test)nlp10Jul 7, 2026
Question AnsweringPubMedQA M=8 participants (test)nlp10Jul 7, 2026
Question AnsweringPubMedQA M=4 participants (test)nlp10Jul 7, 2026