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Visual Question Answering

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Papers

Showing 751775 of 2177 papers

TitleStatusHype
Find The Gap: Knowledge Base Reasoning For Visual Question Answering0
Self-Supervised Visual Preference AlignmentCode2
ViTextVQA: A Large-Scale Visual Question Answering Dataset for Evaluating Vietnamese Text Comprehension in ImagesCode0
HOI-Ref: Hand-Object Interaction Referral in Egocentric Vision0
Bridging Vision and Language Spaces with Assignment PredictionCode0
Enhancing Visual Question Answering through Question-Driven Image Captions as PromptsCode1
Language Models Meet Anomaly Detection for Better Interpretability and GeneralizabilityCode0
Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMsCode0
View Selection for 3D Captioning via Diffusion RankingCode3
Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language ModelsCode9
OmniFusion Technical ReportCode0
InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HDCode0
HAMMR: HierArchical MultiModal React agents for generic VQA0
Joint Visual and Text Prompting for Improved Object-Centric Perception with Multimodal Large Language ModelsCode0
Self-Training Large Language Models for Improved Visual Program Synthesis With Visual Reinforcement0
Soft-Prompting with Graph-of-Thought for Multi-modal Representation LearningCode0
BuDDIE: A Business Document Dataset for Multi-task Information Extraction0
TinyVQA: Compact Multimodal Deep Neural Network for Visual Question Answering on Resource-Constrained Devices0
Enhancing Human-Computer Interaction in Chest X-ray Analysis using Vision and Language Model with Eye Gaze Patterns0
Detect2Interact: Localizing Object Key Field in Visual Question Answering (VQA) with LLMs0
Learning by Correction: Efficient Tuning Task for Zero-Shot Generative Vision-Language ReasoningCode0
Evaluating Text-to-Visual Generation with Image-to-Text GenerationCode3
CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual ScenesCode1
M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language ModelsCode3
Design as Desired: Utilizing Visual Question Answering for Multimodal Pre-trainingCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MMCTAgent (GPT-4 + GPT-4V)GPT-4 score74.24Unverified
2Qwen2-VL-72BGPT-4 score74Unverified
3InternVL2.5-78BGPT-4 score72.3Unverified
4GPT-4o +text rationale +IoTGPT-4 score72.2Unverified
5Lyra-ProGPT-4 score71.4Unverified
6GLM-4V-PlusGPT-4 score71.1Unverified
7Phantom-7BGPT-4 score70.8Unverified
8InternVL2.5-38BGPT-4 score68.8Unverified
9InternVL2-26B (SGP, token ratio 64%)GPT-4 score65.6Unverified
10Baichuan-Omni (7B)GPT-4 score65.4Unverified