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Visual Question Answering

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Papers

Showing 21012125 of 2177 papers

TitleStatusHype
Deep learning evaluation using deep linguistic processing0
A simple neural network module for relational reasoningCode0
MUTAN: Multimodal Tucker Fusion for Visual Question AnsweringCode0
Learning Convolutional Text Representations for Visual Question AnsweringCode0
Survey of Visual Question Answering: Datasets and Techniques0
The Forgettable-Watcher Model for Video Question Answering0
Speech-Based Visual Question AnsweringCode0
The Promise of Premise: Harnessing Question Premises in Visual Question AnsweringCode0
C-VQA: A Compositional Split of the Visual Question Answering (VQA) v1.0 Dataset0
Being Negative but Constructively: Lessons Learnt from Creating Better Visual Question Answering Datasets0
Learning to Reason: End-to-End Module Networks for Visual Question AnsweringCode0
TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question AnsweringCode0
ShapeWorld - A new test methodology for multimodal language understandingCode0
What's in a Question: Using Visual Questions as a Form of SupervisionCode0
Show, Ask, Attend, and Answer: A Strong Baseline For Visual Question AnsweringCode0
An Empirical Evaluation of Visual Question Answering for Novel Objects0
It Takes Two to Tango: Towards Theory of AI's Mind0
Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks0
An Analysis of Visual Question Answering Algorithms0
Recurrent and Contextual Models for Visual Question Answering0
Multimodal Compact Bilinear Pooling for Multimodal Neural Machine Translation0
VQABQ: Visual Question Answering by Basic Questions0
Tree Memory Networks for Modelling Long-term Temporal Dependencies0
Task-driven Visual Saliency and Attention-based Visual Question Answering0
The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New Questions0
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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