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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1101–1110 of 2177 papers

Title	Date	Tasks	Status	Hype	Score
MANGO: Enhancing the Robustness of VQA Models via Adversarial Noise Generation	Jan 16, 2022	Logical ReasoningQuestion Answering	—Unverified	0	0
Explicit Knowledge-based Reasoning for Visual Question Answering	Nov 9, 2015	Question AnsweringVisual Question Answering	—Unverified	0	0
Video Question Answering via Attribute-Augmented Attention Network Learning	Jul 20, 2017	AttributeInformation Retrieval	—Unverified	0	0
Explicit Bias Discovery in Visual Question Answering Models	Nov 19, 2018	Question AnsweringVisual Question Answering	—Unverified	0	0
Explanation vs Attention: A Two-Player Game to Obtain Attention for VQA	Nov 19, 2019	Question AnsweringVisual Question Answering	—Unverified	0	0
Explainable and Interpretable Multimodal Large Language Models: A Comprehensive Survey	Dec 3, 2024	Cross-Modal RetrievalNatural Language Understanding	—Unverified	0	0
Anatomy Might Be All You Need: Forecasting What to Do During Surgery	Jan 29, 2025	AllAnatomy	—Unverified	0	0
Mask4Align: Aligned Entity Prompting with Color Masks for Multi-Entity Localization Problems	Jan 1, 2024	Question AnsweringVisual Question Answering	—Unverified	0	0
MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering	Dec 19, 2022	Chart Question AnsweringData Summarization	—Unverified	0	0
Expanding the Boundaries of Vision Prior Knowledge in Multi-modal Large Language Models	Mar 23, 2025	Question AnsweringVisual Question Answering	—Unverified	0	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