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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 286 of 389

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TaskDatasetDomainTrendResultsLast update
Short-text Multi-doc Question AnsweringRGB noise robustness testbed (test)nlpretrieval search rag6Feb 26, 2026
Multi-hop Open-domain Question AnsweringFeverousnlpretrieval search rag6Feb 26, 2026
Multi-hop Open-domain Question AnsweringBambooglenlpretrieval search rag6Feb 26, 2026
Multi-hop Open-domain Question AnsweringQuartznlpretrieval search rag6Feb 26, 2026
Multi-hop Open-domain Question AnsweringFerminlpretrieval search rag6Feb 26, 2026
Video Question AnsweringAGQA-Decomp Novel Composition Settingmultimodalcomputer vision6Feb 26, 2026
Question AnsweringIndicQA with context IndicXTREME (test)nlp6Feb 26, 2026
Question AnsweringMMLU Machine Learning (test)nlp6Jun 30, 2026
Visual Question AnsweringOK-VQA (test)multimodalcomputer vision+16Feb 26, 2026
Question AnsweringGROWOVER-QA (All)nlp6Feb 27, 2026
Knowledge-based Visual Question AnsweringOKVQA M2KRmultimodalnlp6Feb 26, 2026
Conversational Style Question AnsweringLLaVA-Benchllm chat instructionmultimodal+16Feb 26, 2026
Visual Question AnsweringMMBench English (dev)multimodalcomputer vision+16Feb 26, 2026
Open Ended Question AnsweringTGIFretrieval search ragnlp6Feb 26, 2026
Free-form Table Question AnsweringFeTaQA (100 randomly chosen samples)nlpretrieval search rag6Feb 26, 2026
Long-context Open-book Question Answering and SummarizationSCROLLS (val)llm chat instructionnlp6Feb 26, 2026
Text-oriented Visual Question AnsweringVisualMRCmultimodalcomputer vision+16Feb 26, 2026
Text-oriented Visual Question AnsweringTableFactmultimodalcomputer vision+16Feb 26, 2026
Text-oriented Visual Question AnsweringDeepFormmultimodalcomputer vision+16Feb 26, 2026
Augmented Visual Question AnsweringA-OKVQA (val)multimodalcomputer vision+16Feb 26, 2026
Multi-hop Question AnsweringHotpotQA blind (test)nlpretrieval search rag6Feb 26, 2026
Chart Question AnsweringFigureQA v2 (val)computer visionnlp6Feb 26, 2026
Chart Question AnsweringFigureQA v1 (val)computer visionnlp6Feb 26, 2026
Medical Question AnsweringGenMedGPT-5k 1.0 (test)bio medicalnlp6Feb 26, 2026
Medical Dialogue Question AnsweringCMCQA (test)bio medicalnlp6Feb 26, 2026