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Visual Question Answering

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 681–690 of 2177 papers

Title	Date	Tasks	Status	Hype	Score
Delving Deeper into Cross-lingual Visual Question Answering	Feb 15, 2022	Inductive BiasQuestion 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
MUREL: Multimodal Relational Reasoning for Visual Question Answering	Feb 25, 2019	Relational ReasoningVisual Question Answering	CodeCode Available	0	5
Beyond Bilinear: Generalized Multimodal Factorized High-order Pooling for Visual Question Answering	Aug 10, 2017	Question AnsweringVisual Question Answering	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
Deep Modular Co-Attention Networks for Visual Question Answering	Jun 25, 2019	Question AnsweringVisual Question Answering	CodeCode Available	0	5
Beyond Accuracy: A Consolidated Tool for Visual Question Answering Benchmarking	Oct 11, 2021	BenchmarkingQuestion Answering	CodeCode Available	0	5
Multi-Page Document Visual Question Answering using Self-Attention Scoring Mechanism	Apr 29, 2024	document understandingGPU	CodeCode Available	0	5
A Neuro-Symbolic ASP Pipeline for Visual Question Answering	May 16, 2022	Question AnsweringVisual Question Answering	CodeCode Available	0	5
Multiple interaction learning with question-type prior knowledge for constraining answer search space in visual question answering	Sep 23, 2020	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