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Visual Question Answering

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Papers

Showing 11761200 of 2177 papers

TitleStatusHype
MedBLIP: Bootstrapping Language-Image Pre-training from 3D Medical Images and TextsCode1
Visual Question Answering: A Survey on Techniques and Common Trends in Recent Literature0
What You See is What You Read? Improving Text-Image Alignment EvaluationCode1
IMAD: IMage-Augmented multi-modal DialogueCode0
An Empirical Study on the Language Modal in Visual Question Answering0
Probing the Role of Positional Information in Vision-Language Models0
PMC-VQA: Visual Instruction Tuning for Medical Visual Question AnsweringCode1
Semantic Composition in Visually Grounded Language Models0
OCRBench: On the Hidden Mystery of OCR in Large Multimodal ModelsCode2
InstructBLIP: Towards General-purpose Vision-Language Models with Instruction TuningCode2
Combo of Thinking and Observing for Outside-Knowledge VQACode1
Vision-Language Models in Remote Sensing: Current Progress and Future TrendsCode1
OpenViVQA: Task, Dataset, and Multimodal Fusion Models for Visual Question Answering in VietnameseCode0
Adaptive loose optimization for robust question answeringCode0
Otter: A Multi-Modal Model with In-Context Instruction TuningCode4
Analysis of Visual Question Answering Algorithms with attention model0
Making the Most of What You Have: Adapting Pre-trained Visual Language Models in the Low-data Regime0
CHIC: Corporate Document for Visual question Answering0
LLaMA-Adapter V2: Parameter-Efficient Visual Instruction ModelCode5
Towards Medical Artificial General Intelligence via Knowledge-Enhanced Multimodal PretrainingCode1
A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question AnsweringCode1
MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language ModelsCode7
SurgicalGPT: End-to-End Language-Vision GPT for Visual Question Answering in SurgeryCode1
Learning Situation Hyper-Graphs for Video Question AnsweringCode1
Visual Instruction TuningCode6
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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