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Visual Question Answering

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Showing 581–590 of 2177 papers

Title	Date	Tasks	Status	Hype
HAAR: Text-Conditioned Generative Model of 3D Strand-based Human Hairstyles	Dec 18, 2023	Question AnsweringVisual Question Answering	CodeCode Available	1
EarthVQA: Towards Queryable Earth via Relational Reasoning-Based Remote Sensing Visual Question Answering	Dec 19, 2023	ObjectObject Counting	CodeCode Available	1
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization	Oct 7, 2016	General ClassificationImage Attribution	CodeCode Available	1
Making Large Language Models Better Data Creators	Oct 31, 2023	Instruction FollowingPrompt Engineering	CodeCode Available	1
CaMML: Context-Aware Multimodal Learner for Large Models	Jan 6, 2024	Visual Question Answering	CodeCode Available	1
MangaVQA and MangaLMM: A Benchmark and Specialized Model for Multimodal Manga Understanding	May 26, 2025	Question AnsweringVisual Question Answering	CodeCode Available	1
GraghVQA: Language-Guided Graph Neural Networks for Graph-based Visual Question Answering	Apr 20, 2021	Graph Neural NetworkGraph Question Answering	CodeCode Available	1
MAP: Multimodal Uncertainty-Aware Vision-Language Pre-training Model	Oct 11, 2022	Contrastive LearningImage-text matching	CodeCode Available	1
Hallucination Augmented Contrastive Learning for Multimodal Large Language Model	Dec 12, 2023	Contrastive LearningHallucination	CodeCode Available	1
A-OKVQA: A Benchmark for Visual Question Answering using World Knowledge	Jun 3, 2022	Question AnsweringVisual 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