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Visual Question Answering

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Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1091–1100 of 2177 papers

Title	Date	Tasks	Status	Hype	Score
MagiC: Evaluating Multimodal Cognition Toward Grounded Visual Reasoning	Jul 9, 2025	DiagnosticMultimodal Reasoning	—Unverified	0	0
MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering	Mar 24, 2025	Graph Neural NetworkQuestion Answering	—Unverified	0	0
Exploring Diverse Methods in Visual Question Answering	Apr 21, 2024	Question AnsweringVisual Question Answering	—Unverified	0	0
Exploring Advanced Techniques for Visual Question Answering: A Comprehensive Comparison	Feb 20, 2025	DiversityLanguage Modeling	—Unverified	0	0
Making the Most of What You Have: Adapting Pre-trained Visual Language Models in the Low-data Regime	May 3, 2023	Image CaptioningQuestion Answering	—Unverified	0	0
An Empirical Evaluation of Visual Question Answering for Novel Objects	Apr 8, 2017	Question AnsweringVisual Question Answering	—Unverified	0	0
Explore the Hallucination on Low-level Perception for MLLMs	Sep 15, 2024	HallucinationQuestion Answering	—Unverified	0	0
Video Question Answering for People with Visual Impairments Using an Egocentric 360-Degree Camera	May 30, 2024	Question AnsweringVideo Question Answering	—Unverified	0	0
MAMO: Masked Multimodal Modeling for Fine-Grained Vision-Language Representation Learning	Oct 9, 2022	Image-text Retrievalmultimodal interaction	—Unverified	0	0
Explicit Reasoning over End-to-End Neural Architectures for Visual Question Answering	Mar 23, 2018	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