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Visual Question Answering

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Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 781–790 of 2177 papers

Title	Date	Tasks	Status	Hype
Interpretable Medical Image Visual Question Answering via Multi-Modal Relationship Graph Learning	Feb 19, 2023	Graph LearningMedical Visual Question Answering	—Unverified	0
Interpretable Visual Question Answering Referring to Outside Knowledge	Mar 8, 2023	DiversityImage Captioning	—Unverified	0
Hanfu-Bench: A Multimodal Benchmark on Cross-Temporal Cultural Understanding and Transcreation	Jun 2, 2025	Multiple-choiceQuestion Answering	—Unverified	0
HAMMR: HierArchical MultiModal React agents for generic VQA	Apr 8, 2024	Optical Character Recognition (OCR)Question Answering	—Unverified	0
Cross-Dataset Adaptation for Visual Question Answering	Jun 10, 2018	Domain AdaptationQuestion Answering	—Unverified	0
A Vision Centric Remote Sensing Benchmark	Mar 20, 2025	Question AnsweringRepresentation Learning	—Unverified	0
An Analysis of Visual Question Answering Algorithms	Mar 28, 2017	Question AnsweringVisual Question Answering	—Unverified	0
A dataset of clinically generated visual questions and answers about radiology images	Nov 20, 2018	Decision MakingMedical Visual Question Answering	—Unverified	0
How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites	Apr 25, 2024	4kLanguage Modeling	—Unverified	0
Interpretable Visual Question Answering by Reasoning on Dependency Trees	Sep 6, 2018	Question Answeringvalid	—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