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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 199 of 389

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TaskDatasetDomainTrendResultsLast update
Question AnsweringTAQA 2021nlp10Feb 26, 2026
Question AnsweringTAQA 2022nlp10Feb 26, 2026
Question AnsweringQUALITYnlp10Feb 26, 2026
Video Question AnsweringSEED-Bench Videomultimodalcomputer vision10Feb 26, 2026
Visual Question AnsweringMMVP-VLMmultimodalcomputer vision+110Feb 26, 2026
Visual Question AnsweringScienceQA fullmultimodalcomputer vision+110Feb 26, 2026
Multi-hop Question AnsweringMuSiQue-Ans (test)nlpretrieval search rag10Feb 26, 2026
Temporal Question AnsweringTIQ 1.0 (test)nlpretrieval search rag10Feb 26, 2026
Multimodal Question AnsweringMultiModalQA (val)multimodalnlp+110Feb 26, 2026
Question AnsweringQasper (val)nlp10Feb 26, 2026
Medical Question AnsweringPubMedQA Reasoning Requiredbio medicalnlp10Feb 26, 2026
Question AnsweringRACE highnlp10Feb 26, 2026
Question AnsweringSimplified NQnlp10Feb 26, 2026
Knowledge-Based Visual Question Answering (Direct Answer)A-OK-VQA (val)multimodalnlp10Feb 26, 2026
Document Image Question AnsweringInfographicVQA (test)computer visionnlp10Feb 26, 2026
Biomedical Question AnsweringMedMCQA In-Domain (test)bio medicalnlp10Feb 26, 2026
Video Question AnsweringSUTD-TrafficQAmultimodalcomputer vision10Feb 26, 2026
Visual Question AnsweringCLEVR Standard v1.0 (val)multimodalcomputer vision+110Feb 26, 2026
3D Visual Question Answering3DMV-VQA (held-out)3d vision geometrycomputer vision+110Feb 26, 2026
Table Question AnsweringROBUT-WTQ Sentence-Level Paraphrase (test)nlpretrieval search rag10Feb 26, 2026
Table Question AnsweringROBUT-WTQ Word-Level Paraphrase (test)nlpretrieval search rag10Feb 26, 2026
Table Question AnsweringROBUT-WTQ Column Adding (test)nlpretrieval search rag10Feb 26, 2026
Table Question AnsweringROBUT-WTQ Column Extension (test)nlpretrieval search rag10Feb 26, 2026
Table Question AnsweringROBUT-WTQ Column Order Shuffling (test)nlpretrieval search rag10Feb 26, 2026
Table Question AnsweringROBUT-WTQ Row Order Shuffling (test)nlpretrieval search rag10Feb 26, 2026