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Visual Question Answering

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Showing 1051–1100 of 2177 papers

TitleStatusHype
Fusion of Domain-Adapted Vision and Language Models for Medical Visual Question Answering—0
FVQA 2.0: Introducing Adversarial Samples into Fact-based Visual Question Answering—0
FVQA: Fact-based Visual Question Answering—0
Gamified crowd-sourcing of high-quality data for visual fine-tuning—0
GC-KBVQA: A New Four-Stage Framework for Enhancing Knowledge Based Visual Question Answering Performance—0
GEMeX: A Large-Scale, Groundable, and Explainable Medical VQA Benchmark for Chest X-ray Diagnosis—0
GEMeX-ThinkVG: Towards Thinking with Visual Grounding in Medical VQA via Reinforcement Learning—0
Gemini Pro Defeated by GPT-4V: Evidence from Education—0
Gender and Racial Bias in Visual Question Answering Datasets—0
Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning Systems—0
Generalized Hadamard-Product Fusion Operators for Visual Question Answering—0
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge—0
Generating Natural Language Explanations for Visual Question Answering using Scene Graphs and Visual Attention—0
Generating Natural Questions from Images for Multimodal Assistants—0
Generating Rationales in Visual Question Answering—0
Generating Triples with Adversarial Networks for Scene Graph Construction—0
Generative Visual Question Answering—0
Generic Attention-model Explainability by Weighted Relevance Accumulation—0
GeoPix: Multi-Modal Large Language Model for Pixel-level Image Understanding in Remote Sensing—0
GeoRSMLLM: A Multimodal Large Language Model for Vision-Language Tasks in Geoscience and Remote Sensing—0
GiVE: Guiding Visual Encoder to Perceive Overlooked Information—0
γ-MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models—0
Goal-Oriented Semantic Communication for Wireless Visual Question Answering—0
Good, Better, Best: Textual Distractors Generation for Multiple-Choice Visual Question Answering via Reinforcement Learning—0
GPT-4V Explorations: Mining Autonomous Driving—0
GRADE: Quantifying Sample Diversity in Text-to-Image Models—0
GRAM: Global Reasoning for Multi-Page VQA—0
Graph-based Heuristic Search for Module Selection Procedure in Neural Module Network—0
Graph Neural Networks in Vision-Language Image Understanding: A Survey—0
Bilinear Graph Networks for Visual Question Answering—0
Graph Relation Transformer: Incorporating pairwise object features into the Transformer architecture—0
Graph-Structured Representations for Visual Question Answering—0
GraspCorrect: Robotic Grasp Correction via Vision-Language Model-Guided Feedback—0
Griffon-G: Bridging Vision-Language and Vision-Centric Tasks via Large Multimodal Models—0
GRILL: Grounded Vision-language Pre-training via Aligning Text and Image Regions—0
Grounded Knowledge-Enhanced Medical VLP for Chest X-Ray—0
Grounded Word Sense Translation—0
Grounding Answers for Visual Questions Asked by Visually Impaired People—0
Grounding Chest X-Ray Visual Question Answering with Generated Radiology Reports—0
Grounding Complex Navigational Instructions Using Scene Graphs—0
Grounding Task Assistance with Multimodal Cues from a Single Demonstration—0
Guiding Visual Question Answering with Attention Priors—0
H2OVL-Mississippi Vision Language Models Technical Report—0
Hadamard product in deep learning: Introduction, Advances and Challenges—0
Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning—0
HAMMR: HierArchical MultiModal React agents for generic VQA—0
Hanfu-Bench: A Multimodal Benchmark on Cross-Temporal Cultural Understanding and Transcreation—0
Hierarchical Graph Attention Network for Few-Shot Visual-Semantic Learning—0
Hierarchical Modeling for Medical Visual Question Answering with Cross-Attention Fusion—0
HOI-Ref: Hand-Object Interaction Referral in Egocentric Vision—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MMCTAgent (GPT-4 + GPT-4V)GPT-4 score74.24—Unverified
2Qwen2-VL-72BGPT-4 score74—Unverified
3InternVL2.5-78BGPT-4 score72.3—Unverified
4GPT-4o +text rationale +IoTGPT-4 score72.2—Unverified
5Lyra-ProGPT-4 score71.4—Unverified
6GLM-4V-PlusGPT-4 score71.1—Unverified
7Phantom-7BGPT-4 score70.8—Unverified
8InternVL2.5-38BGPT-4 score68.8—Unverified
9InternVL2-26B (SGP, token ratio 64%)GPT-4 score65.6—Unverified
10Baichuan-Omni (7B)GPT-4 score65.4—Unverified