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Visual Question Answering

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Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1011–1020 of 2177 papers

Title	Date	Tasks	Status	Hype	Score
Dual Recurrent Attention Units for Visual Question Answering	Feb 1, 2018	Question AnsweringVisual Question Answering	CodeCode Available	0	5
Logical Implications for Visual Question Answering Consistency	Mar 16, 2023	Language ModelingLanguage Modelling	CodeCode Available	0	5
Learning to Follow Object-Centric Image Editing Instructions Faithfully	Oct 29, 2023	ObjectQuestion Answering	CodeCode Available	0	5
Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMs	Apr 11, 2024	DescriptiveHallucination	CodeCode Available	0	5
Effective Approaches to Batch Parallelization for Dynamic Neural Network Architectures	Jul 8, 2017	Mixture-of-ExpertsQuestion Answering	CodeCode Available	0	5
Learning to Reason: End-to-End Module Networks for Visual Question Answering	Apr 18, 2017	Visual DialogVisual Question Answering	CodeCode Available	0	5
DVQA: Understanding Data Visualizations via Question Answering	Jan 24, 2018	ArticlesChart Question Answering	CodeCode Available	0	5
LLM-Assisted Multi-Teacher Continual Learning for Visual Question Answering in Robotic Surgery	Feb 26, 2024	Continual LearningExemplar-Free	CodeCode Available	0	5
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering	Dec 2, 2016	Visual Question AnsweringVisual Question Answering (VQA)	CodeCode Available	0	5
A Question-Centric Model for Visual Question Answering in Medical Imaging	Mar 2, 2020	Medical Image AnalysisQuestion Answering	CodeCode Available	0	5

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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