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Visual Question Answering

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Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 641–650 of 2177 papers

Title	Date	Tasks	Status	Hype	Score
Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding	Oct 4, 2018	Question AnsweringRepresentation Learning	CodeCode Available	0	5
Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering	Dec 1, 2017	Question AnsweringVisual Question Answering	CodeCode Available	0	5
Answer Questions with Right Image Regions: A Visual Attention Regularization Approach	Feb 3, 2021	Question AnsweringVisual Grounding	CodeCode Available	0	5
Self-Bootstrapped Visual-Language Model for Knowledge Selection and Question Answering	Apr 22, 2024	Language ModelingLanguage Modelling	CodeCode Available	0	5
NeSyCoCo: A Neuro-Symbolic Concept Composer for Compositional Generalization	Dec 20, 2024	Compositional Generalization (AVG)Novel Concepts	CodeCode Available	0	5
No Images, No Problem: Retaining Knowledge in Continual VQA with Questions-Only Memory	Feb 6, 2025	Continual LearningQuestion Answering	CodeCode Available	0	5
MUTAN: Multimodal Tucker Fusion for Visual Question Answering	May 18, 2017	Visual Question AnsweringVisual Question Answering (VQA)	CodeCode Available	0	5
Does Chain-of-Thought Reasoning Help Mobile GUI Agent? An Empirical Study	Mar 21, 2025	AttributeMathematical Problem-Solving	CodeCode Available	0	5
Music's Multimodal Complexity in AVQA: Why We Need More than General Multimodal LLMs	May 27, 2025	Audio-visual Question AnsweringQuestion Answering	CodeCode Available	0	5
Multi-Sourced Compositional Generalization in Visual Question Answering	May 29, 2025	Question AnsweringVisual Question 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