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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1431–1440 of 2177 papers

Title	Date	Tasks	Status	Hype
Attention Mechanism based Cognition-level Scene Understanding	Apr 17, 2022	Question AnsweringScene Understanding	—Unverified	0
Improving Cross-Modal Understanding in Visual Dialog via Contrastive Learning	Apr 15, 2022	Contrastive LearningQuestion Answering	—Unverified	0
CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations	Apr 5, 2022	Explanation GenerationQuestion Answering	CodeCode Available	1
SwapMix: Diagnosing and Regularizing the Over-Reliance on Visual Context in Visual Question Answering	Apr 5, 2022	Data AugmentationQuestion Answering	CodeCode Available	1
Question-Driven Graph Fusion Network For Visual Question Answering	Apr 3, 2022	Graph AttentionObject	—Unverified	0
Co-VQA : Answering by Interactive Sub Question Sequence	Apr 2, 2022	Question AnsweringVisual Question Answering	—Unverified	0
SimVQA: Exploring Simulated Environments for Visual Question Answering	Mar 31, 2022	Data AugmentationDiversity	—Unverified	0
VL-InterpreT: An Interactive Visualization Tool for Interpreting Vision-Language Transformers	Mar 30, 2022	Question AnsweringVisual Commonsense Reasoning	CodeCode Available	0
Single-Stream Multi-Level Alignment for Vision-Language Pretraining	Mar 27, 2022	Image-text RetrievalQuestion Answering	CodeCode Available	0
Learning to Answer Questions in Dynamic Audio-Visual Scenarios	Mar 26, 2022	audio-visual learningAudio-visual Question Answering	CodeCode Available	1

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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