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Visual Question Answering

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Papers

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Showing 2001–2050 of 2177 papers

TitleStatusHype
Interpretable Visual Question Answering by Reasoning on Dependency Trees—0
Cascaded Mutual Modulation for Visual ReasoningCode0
Straight to the Facts: Learning Knowledge Base Retrieval for Factual Visual Question Answering—0
Deep Attention Neural Tensor Network for Visual Question Answering—0
Adapting Visual Question Answering Models for Enhancing Multimodal Community Q&A PlatformsCode0
Question-Guided Hybrid Convolution for Visual Question Answering—0
Visual Reasoning with Multi-hop Feature ModulationCode0
Interpretable Visual Question Answering by Visual Grounding from Attention Supervision Mining—0
Visual Question Answering Dataset for Bilingual Image Understanding: A Study of Cross-Lingual Transfer Using Attention Maps—0
Learning Visual Question Answering by Bootstrapping Hard AttentionCode0
Question Relevance in Visual Question Answering—0
Latent Alignment and Variational AttentionCode0
NMT-Keras: a Very Flexible Toolkit with a Focus on Interactive NMT and Online Learning—0
Pushing the Limits of Radiology with Joint Modeling of Visual and Textual Information—0
Connecting Language and Vision to Actions—0
Semantically Equivalent Adversarial Rules for Debugging NLP modelsCode0
End-to-End Audio Visual Scene-Aware Dialog using Multimodal Attention-Based Video FeaturesCode0
Learning Conditioned Graph Structures for Interpretable Visual Question AnsweringCode0
Learning Visual Knowledge Memory Networks for Visual Question Answering—0
iParaphrasing: Extracting Visually Grounded Paraphrases via an ImageCode0
Learning Answer Embeddings for Visual Question Answering—0
Cross-Dataset Adaptation for Visual Question Answering—0
CS-VQA: Visual Question Answering with Compressively Sensed Images—0
Focal Visual-Text Attention for Visual Question AnsweringCode0
On the Flip Side: Identifying Counterexamples in Visual Question Answering—0
Stacked Latent Attention for Multimodal Reasoning—0
Categorizing Concepts With Basic Level for Vision-to-Language—0
Stacking with Auxiliary Features for Visual Question Answering—0
Hyperbolic Attention Networks—0
Reproducibility Report for "Learning To Count Objects In Natural Images For Visual Question Answering"—0
Did the Model Understand the Question?Code0
Reciprocal Attention Fusion for Visual Question Answering—0
Large Scale Scene Text Verification with Guided Attention—0
Question Type Guided Attention in Visual Question Answering—0
Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question AnsweringCode0
Differential Attention for Visual Question AnsweringCode0
Visual Question Reasoning on General Dependency Tree—0
DDRprog: A CLEVR Differentiable Dynamic Reasoning Programmer—0
Two can play this Game: Visual Dialog with Discriminative Question Generation and Answering—0
Generalized Hadamard-Product Fusion Operators for Visual Question Answering—0
Explicit Reasoning over End-to-End Neural Architectures for Visual Question Answering—0
Attention on Attention: Architectures for Visual Question Answering (VQA)Code0
VQA-E: Explaining, Elaborating, and Enhancing Your Answers for Visual Questions—0
Inverse Visual Question Answering: A New Benchmark and VQA Diagnosis Tool—0
Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual ReasoningCode0
VizWiz Grand Challenge: Answering Visual Questions from Blind PeopleCode0
Multimodal Explanations: Justifying Decisions and Pointing to the EvidenceCode0
Learning to Count Objects in Natural Images for Visual Question AnsweringCode0
Generating Triples with Adversarial Networks for Scene Graph Construction—0
Dual Recurrent Attention Units for Visual Question AnsweringCode0
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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