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Visual Question Answering

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Papers

Showing 17911800 of 2177 papers

TitleStatusHype
Few-Shot Multimodal Explanation for Visual Question AnsweringCode0
Music's Multimodal Complexity in AVQA: Why We Need More than General Multimodal LLMsCode0
Zero-shot Commonsense Reasoning over Machine ImaginationCode0
MUREL: Multimodal Relational Reasoning for Visual Question AnsweringCode0
Multi-Sourced Compositional Generalization in Visual Question AnsweringCode0
Multiple interaction learning with question-type prior knowledge for constraining answer search space in visual question answeringCode0
Object Attribute Matters in Visual Question AnsweringCode0
Object-aware Adaptive-Positivity Learning for Audio-Visual Question AnsweringCode0
What is Right for Me is Not Yet Right for You: A Dataset for Grounding Relative Directions via Multi-Task LearningCode0
Visual Robustness Benchmark for Visual Question Answering (VQA)Code0
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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