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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1591–1600 of 2177 papers

Title	Date	Tasks	Status	Hype	Score
Visual Question Answering with Memory-Augmented Networks	Jul 17, 2017	Question AnsweringVisual Question Answering	—Unverified	0	0
Visual Question Answering with Prior Class Semantics	May 4, 2020	Question AnsweringVisual Question Answering	—Unverified	0	0
CAVL: Learning Contrastive and Adaptive Representations of Vision and Language	Apr 10, 2023	Image RetrievalPhrase Grounding	—Unverified	0	0
Visual Question Answering with Question Representation Update (QRU)	Dec 1, 2016	Question AnsweringVisual Question Answering	—Unverified	0	0
SAR Strikes Back: A New Hope for RSVQA	Jan 14, 2025	Question AnsweringVisual Question Answering	—Unverified	0	0
SaSR-Net: Source-Aware Semantic Representation Network for Enhancing Audio-Visual Question Answering	Nov 7, 2024	Audio-visual Question AnsweringAudio-Visual Question Answering (AVQA)	—Unverified	0	0
Causal Reasoning through Two Layers of Cognition for Improving Generalization in Visual Question Answering	Oct 9, 2023	Answer GenerationQuestion Answering	—Unverified	0	0
Causal-CoG: A Causal-Effect Look at Context Generation for Boosting Multi-modal Language Models	Dec 9, 2023	Question AnsweringVisual Question Answering	—Unverified	0	0
SA-VQA: Structured Alignment of Visual and Semantic Representations for Visual Question Answering	Jan 25, 2022	Question AnsweringVisual Question Answering	—Unverified	0	0
Categorizing Concepts With Basic Level for Vision-to-Language	Jun 1, 2018	ClusteringImage Captioning	—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