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Visual Question Answering

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Papers

Showing 20262050 of 2177 papers

TitleStatusHype
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
Learning to Count Objects in Natural Images for Visual Question AnsweringCode0
Multimodal Explanations: Justifying Decisions and Pointing to the EvidenceCode0
Generating Triples with Adversarial Networks for Scene Graph Construction0
Dual Recurrent Attention Units for Visual Question AnsweringCode0
Object-based reasoning in VQA0
Game of Sketches: Deep Recurrent Models of Pictionary-style Word GuessingCode0
Tell-and-Answer: Towards Explainable Visual Question Answering using Attributes and Captions0
Structured Triplet Learning with POS-tag Guided Attention for Visual Question AnsweringCode0
DVQA: Understanding Data Visualizations via Question AnsweringCode0
Not-So-CLEVR: Visual Relations Strain Feedforward Neural Networks0
Interpretable Counting for Visual Question Answering0
Visual Explanations from Hadamard Product in Multimodal Deep Networks0
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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