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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 258 of 389

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TaskDatasetDomainTrendResultsLast update
Knowledge-based Visual Question AnsweringA-OKVQA (test)multimodalnlp7Feb 26, 2026
Extractive Question AnsweringTriviaQA 50% coveragenlp7Feb 26, 2026
Extractive Question AnsweringSQuAD2 50% coveragenlp7Feb 26, 2026
Extractive Question AnsweringSQuAD adv (50% coverage)nlp7Feb 26, 2026
Extractive Question AnsweringSQuAD (50% coverage)nlp7Feb 26, 2026
Extractive Question AnsweringNatural Questions 50% coveragenlp7Feb 26, 2026
Extractive Question AnsweringHotpotQA (50% coverage)nlp7Feb 26, 2026
Extractive Question AnsweringBioASQ (50% coverage)nlp7Feb 26, 2026
Extractive Question AnsweringTriviaQA 20% coveragenlp7Feb 26, 2026
Extractive Question AnsweringSQuAD-adv 20% coveragenlp7Feb 26, 2026
Extractive Question AnsweringNatural Questions (20% coverage)nlp7Feb 26, 2026
Extractive Question AnsweringHotpotQA (20% coverage)nlp7Feb 26, 2026
Extractive Question AnsweringBioASQ 20% coveragenlp7Feb 26, 2026
Open-domain Question AnsweringEntityQuestions (ENTITYQ) (test)nlpretrieval search rag7Feb 26, 2026
Commonsense Question AnsweringQASC (dev)nlp7Feb 26, 2026
Open-domain Question AnsweringNatural Questions (NQ) few-shot (test)nlpretrieval search rag7Feb 26, 2026
Question AnsweringMCScript 2.0nlp7Feb 26, 2026
Question AnsweringEntailmentBankQA Task 2 (test)nlp7Feb 26, 2026
Question AnsweringEntailmentBankQA Task 1 (test)nlp7Feb 26, 2026
Video Multi-choice Question AnsweringMSR-VTT (VerbH)multimodalcomputer vision7Feb 26, 2026
Visual Question AnsweringVQA-X e-ViL (test)multimodalcomputer vision+17Feb 26, 2026
Closed-book question answeringTriviaQA filtered (dev)nlp7Feb 26, 2026
Multiple Choice Video Question AnsweringLSMDC MC (test)multimodalcomputer vision7Feb 26, 2026
Question AnsweringTriviaQA unfiltered Hidden set (test)nlp7Feb 26, 2026
Question AnsweringADVHOTPOT (test)nlp7Feb 26, 2026