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Visual Question Answering

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Papers

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Showing 1901–1950 of 2177 papers

TitleStatusHype
A Comprehensive Survey on Visual Question Answering Datasets and Algorithms—0
Unanswerable Questions about Images and Texts—0
Weak Supervision helps Emergence of Word-Object Alignment and improves Vision-Language Tasks—0
Are You Talking to Me? Reasoned Visual Dialog Generation through Adversarial Learning—0
Grounding Task Assistance with Multimodal Cues from a Single Demonstration—0
Uncertainty based Class Activation Maps for Visual Question Answering—0
Guiding Visual Question Answering with Attention Priors—0
H2OVL-Mississippi Vision Language Models Technical Report—0
Grounding Complex Navigational Instructions Using Scene Graphs—0
Grounding Chest X-Ray Visual Question Answering with Generated Radiology Reports—0
Uncertainty-based Visual Question Answering: Estimating Semantic Inconsistency between Image and Knowledge Base—0
Hadamard product in deep learning: Introduction, Advances and Challenges—0
Uncertainty-based Visual Question Answering: Estimating Semantic Inconsistency between Image and Knowledge Base—0
Uncovering Bias in Large Vision-Language Models with Counterfactuals—0
Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning—0
Grounding Answers for Visual Questions Asked by Visually Impaired People—0
Uncovering Bias in Large Vision-Language Models at Scale with Counterfactuals—0
A Systematic Evaluation of GPT-4V's Multimodal Capability for Medical Image Analysis—0
Grounded Word Sense Translation—0
HAMMR: HierArchical MultiModal React agents for generic VQA—0
Hanfu-Bench: A Multimodal Benchmark on Cross-Temporal Cultural Understanding and Transcreation—0
YouMakeup: A Large-Scale Domain-Specific Multimodal Dataset for Fine-Grained Semantic Comprehension—0
Understanding and Constructing Latent Modality Structures in Multi-modal Representation Learning—0
Understanding Attention for Vision-and-Language Tasks—0
Hierarchical Graph Attention Network for Few-Shot Visual-Semantic Learning—0
Hierarchical Modeling for Medical Visual Question Answering with Cross-Attention Fusion—0
Grounded Knowledge-Enhanced Medical VLP for Chest X-Ray—0
GRILL: Grounded Vision-language Pre-training via Aligning Text and Image Regions—0
What If We Recaption Billions of Web Images with LLaMA-3?—0
HOI-Ref: Hand-Object Interaction Referral in Egocentric Vision—0
Griffon-G: Bridging Vision-Language and Vision-Centric Tasks via Large Multimodal Models—0
How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites—0
How good are deep models in understanding the generated images?—0
Understanding Complexity in VideoQA via Visual Program Generation—0
GraspCorrect: Robotic Grasp Correction via Vision-Language Model-Guided Feedback—0
How Much Can CLIP Benefit Vision-and-Language Tasks?—0
Graph-Structured Representations for Visual Question Answering—0
How to Design Sample and Computationally Efficient VQA Models—0
Understanding in Artificial Intelligence—0
How to find a good image-text embedding for remote sensing visual question answering?—0
How Transferable are Reasoning Patterns in VQA?—0
How Vision-Language Tasks Benefit from Large Pre-trained Models: A Survey—0
How Well Can Vison-Language Models Understand Humans' Intention? An Open-ended Theory of Mind Question Evaluation Benchmark—0
Understanding Information Storage and Transfer in Multi-modal Large Language Models—0
HRVQA: A Visual Question Answering Benchmark for High-Resolution Aerial Images—0
Human-Adversarial Visual Question Answering—0
Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions?—0
Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions?—0
Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification—0
Human Mobility Question Answering (Vision Paper)—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