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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 315 of 389

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TaskDatasetDomainTrendResultsLast update
Question Answering CalibrationSQuAD adversarial (test)nlp5Feb 26, 2026
Question AnsweringBioASQ 6b (test)nlp5Feb 26, 2026
Question AnsweringBioASQ 5b (test)nlp5Feb 26, 2026
Question AnsweringBioASQ 4b (test)nlp5Feb 26, 2026
Question AnsweringTAT-QA 1.0 (dev)nlp5Feb 26, 2026
Question AnsweringSQuAD 547 passages 1.1 (test)nlp5Feb 26, 2026
Question AnsweringSQuAD 160 passages subset 1.1 (test)nlp5Feb 26, 2026
Question AnsweringSQuAD 20 passages subset 1.1 (test)nlp5Feb 26, 2026
Factoid Question AnsweringBioASQ-factoid Challenge 7h (live runs)nlp5Feb 26, 2026
Visual Question AnsweringCLEVR Original Sourcemultimodalcomputer vision+15Feb 26, 2026
Question AnsweringSQuAD AddSent 1.0 (adversarial)nlp5Feb 26, 2026
Question AnsweringcatbAbI (test)nlp5Feb 27, 2026
Question AnsweringComplexQuestions 341 questions (test)nlp5Feb 26, 2026
Analogical Question AnsweringWikiQA (test)nlp5Feb 26, 2026
Question AnsweringROPESnlp5Feb 26, 2026
Question AnsweringRACEnlp5Feb 26, 2026
Sequential Question AnsweringSQA first fold (dev)nlp5Feb 26, 2026
Cloze-style Question AnsweringReCoRD (test)nlp5Feb 26, 2026
Question AnsweringAdversarial SQuAD (AddSent)nlp5Feb 26, 2026
Cloze Question AnsweringSQuADnlp5Feb 26, 2026
Spoken Question AnsweringSpoken SQuAD NoiseV2 (test)speech audionlp5Feb 26, 2026
Spoken Question AnsweringSpoken SQuAD NoiseV1 (test)speech audionlp5Feb 26, 2026
Spoken Question AnsweringSpoken SQuAD No noise (test)speech audionlp5Feb 26, 2026
Question AnsweringTriviaQA Web (All) (test)nlp5Feb 26, 2026
Question AnsweringMovieQA DVS 1.0 (val)nlp5Feb 26, 2026