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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1001–1010 of 2177 papers

Title	Date	Tasks	Status	Hype
Generating Natural Questions from Images for Multimodal Assistants	Nov 17, 2020	Common Sense ReasoningNatural Questions	—Unverified	0
Attention Guided Semantic Relationship Parsing for Visual Question Answering	Oct 5, 2020	ObjectQuestion Answering	—Unverified	0
Generating Natural Language Explanations for Visual Question Answering using Scene Graphs and Visual Attention	Feb 15, 2019	Explanation GenerationLanguage Modeling	—Unverified	0
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge	May 30, 2023	Answer SelectionQuestion Answering	—Unverified	0
Explainable High-order Visual Question Reasoning: A New Benchmark and Knowledge-routed Network	Sep 23, 2019	Question AnsweringTriplet	—Unverified	0
Compositional Attention Networks for Interpretability in Natural Language Question Answering	Oct 30, 2018	Logical ReasoningQuestion Answering	—Unverified	0
Component Analysis for Visual Question Answering Architectures	Feb 12, 2020	Question AnsweringRepresentation Learning	—Unverified	0
Generalized Hadamard-Product Fusion Operators for Visual Question Answering	Mar 26, 2018	Neural Architecture SearchQuestion Answering	—Unverified	0
Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning Systems	Oct 26, 2022	Question AnsweringVisual Question Answering	—Unverified	0
LVLM_CSP: Accelerating Large Vision Language Models via Clustering, Scattering, and Pruning for Reasoning Segmentation	Apr 15, 2025	Image CaptioningQuestion Answering	—Unverified	0

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All datasets MM-Vet ViP-Bench VQA v2 test-dev BenchLMM MMBench V*bench VQA v2 val MSRVTT-QA VQA v2 test-std MMHal-Bench MSVD-QA PlotQA-D1

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	MMCTAgent (GPT-4 + GPT-4V)	GPT-4 score	74.24	—	Unverified
2	Qwen2-VL-72B	GPT-4 score	74	—	Unverified
3	InternVL2.5-78B	GPT-4 score	72.3	—	Unverified
4	GPT-4o +text rationale +IoT	GPT-4 score	72.2	—	Unverified
5	Lyra-Pro	GPT-4 score	71.4	—	Unverified
6	GLM-4V-Plus	GPT-4 score	71.1	—	Unverified
7	Phantom-7B	GPT-4 score	70.8	—	Unverified
8	InternVL2.5-38B	GPT-4 score	68.8	—	Unverified
9	InternVL2-26B (SGP, token ratio 64%)	GPT-4 score	65.6	—	Unverified
10	Baichuan-Omni (7B)	GPT-4 score	65.4	—	Unverified