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Visual Question Answering

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Papers

Showing 19261950 of 2177 papers

TitleStatusHype
2nd Place Solution to the GQA Challenge 20190
Neural Reasoning, Fast and Slow, for Video Question Answering0
Multi-grained Attention with Object-level Grounding for Visual Question Answering0
ICDAR 2019 Competition on Scene Text Visual Question Answering0
Deep Modular Co-Attention Networks for Visual Question AnsweringCode0
Adversarial Multimodal Network for Movie Question Answering0
Integrating Knowledge and Reasoning in Image Understanding0
RUBi: Reducing Unimodal Biases in Visual Question AnsweringCode0
Investigating Biases in Textual Entailment Datasets0
Adversarial Regularization for Visual Question Answering: Strengths, Shortcomings, and Side Effects0
Improving Visual Question Answering by Referring to Generated Paragraph Captions0
Psycholinguistics meets Continual Learning: Measuring Catastrophic Forgetting in Visual Question Answering0
Generating Question Relevant Captions to Aid Visual Question Answering0
Dynamic Fusion With Intra- and Inter-Modality Attention Flow for Visual Question Answering0
Grounded Word Sense Translation0
ImageTTR: Grounding Type Theory with Records in Image Classification for Visual Question Answering0
What Can Neural Networks Reason About?Code0
Vision-to-Language Tasks Based on Attributes and Attention Mechanism0
Leveraging Medical Visual Question Answering with Supporting Facts0
Structure Learning for Neural Module Networks0
Why do These Match? Explaining the Behavior of Image Similarity ModelsCode0
Self-Critical Reasoning for Robust Visual Question AnsweringCode0
Aligning Visual Regions and Textual Concepts for Semantic-Grounded Image RepresentationsCode0
Quantifying and Alleviating the Language Prior Problem in Visual Question AnsweringCode0
Visual TTR - Modelling Visual Question Answering in Type Theory with Records0
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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