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Visual Question Answering

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Papers

Showing 20262050 of 2177 papers

TitleStatusHype
Stacked Latent Attention for Multimodal Reasoning0
Categorizing Concepts With Basic Level for Vision-to-Language0
Stacking with Auxiliary Features for Visual Question Answering0
Hyperbolic Attention Networks0
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 Answering0
Large Scale Scene Text Verification with Guided Attention0
Question Type Guided Attention in Visual Question Answering0
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 Tree0
DDRprog: A CLEVR Differentiable Dynamic Reasoning Programmer0
Two can play this Game: Visual Dialog with Discriminative Question Generation and Answering0
Generalized Hadamard-Product Fusion Operators for Visual Question Answering0
Explicit Reasoning over End-to-End Neural Architectures for Visual Question Answering0
Attention on Attention: Architectures for Visual Question Answering (VQA)Code0
VQA-E: Explaining, Elaborating, and Enhancing Your Answers for Visual Questions0
Inverse Visual Question Answering: A New Benchmark and VQA Diagnosis Tool0
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 Construction0
Dual Recurrent Attention Units for Visual Question AnsweringCode0
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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