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Visual Question Answering

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Papers

Showing 10011025 of 2177 papers

TitleStatusHype
Attention Guided Semantic Relationship Parsing for Visual Question Answering0
Learning Sparse Mixture of Experts for Visual Question Answering0
Generating Natural Language Explanations for Visual Question Answering using Scene Graphs and Visual Attention0
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge0
Explainable High-order Visual Question Reasoning: A New Benchmark and Knowledge-routed Network0
Compositional Attention Networks for Interpretability in Natural Language Question Answering0
Component Analysis for Visual Question Answering Architectures0
Generalized Hadamard-Product Fusion Operators for Visual Question Answering0
Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning Systems0
DualNet: Domain-Invariant Network for Visual Question Answering0
Learning to Disambiguate by Asking Discriminative Questions0
Making the Most of What You Have: Adapting Pre-trained Visual Language Models in the Low-data Regime0
MAMO: Masked Multimodal Modeling for Fine-Grained Vision-Language Representation Learning0
Ontology-based knowledge representation for bone disease diagnosis: a foundation for safe and sustainable medical artificial intelligence systems0
Med-2E3: A 2D-Enhanced 3D Medical Multimodal Large Language Model0
BuDDIE: A Business Document Dataset for Multi-task Information Extraction0
Neural Reasoning, Fast and Slow, for Video Question Answering0
Learning to Recognize the Unseen Visual Predicates0
Learning to Select Question-Relevant Relations for Visual Question Answering0
Learning to Specialize with Knowledge Distillation for Visual Question Answering0
Compact Tensor Pooling for Visual Question Answering0
Learning Visual Knowledge Memory Networks for Visual Question Answering0
Gender and Racial Bias in Visual Question Answering Datasets0
Gemini Pro Defeated by GPT-4V: Evidence from Education0
M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding0
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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