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Visual Question Answering

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Papers

Showing 21012125 of 2177 papers

TitleStatusHype
The Forgettable-Watcher Model for Video Question Answering0
The Promise of Premise: Harnessing Question Premises in Visual Question AnsweringCode0
Speech-Based 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
ShapeWorld - A new test methodology for multimodal language understandingCode0
TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question AnsweringCode0
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
Learning Cooperative Visual Dialog Agents with Deep Reinforcement LearningCode1
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
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual ReasoningCode1
The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New Questions0
Attentive Explanations: Justifying Decisions and Pointing to the Evidence0
VIBIKNet: Visual Bidirectional Kernelized Network for Visual Question AnsweringCode0
Making the V in VQA Matter: Elevating the Role of Image Understanding in 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