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Visual Question Answering

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Papers

Showing 19011925 of 2177 papers

TitleStatusHype
Explainable High-order Visual Question Reasoning: A New Benchmark and Knowledge-routed Network0
Non-monotonic Logical Reasoning Guiding Deep Learning for Explainable Visual Question Answering0
Triplet-Aware Scene Graph Embeddings0
Learning Sparse Mixture of Experts for Visual Question Answering0
Inverse Visual Question Answering with Multi-Level Attentions0
Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation0
Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering0
Adversarial Representation Learning for Text-to-Image Matching0
Visual Question Answering using Deep Learning: A Survey and Performance AnalysisCode0
Language Features Matter: Effective Language Representations for Vision-Language Tasks0
U-CAM: Visual Explanation using Uncertainty based Class Activation Maps0
What is needed for simple spatial language capabilities in VQA?0
Reactive Multi-Stage Feature Fusion for Multimodal Dialogue Modeling0
Fusion of Detected Objects in Text for Visual Question Answering0
Why Does a Visual Question Have Different Answers?0
Multimodal Unified Attention Networks for Vision-and-Language Interactions0
Multi-modality Latent Interaction Network for Visual Question Answering0
Question-Agnostic Attention for Visual Question Answering0
Answering Questions about Data Visualizations using Efficient Bimodal FusionCode0
The Meaning of ``Most'' for Visual Question Answering Models0
An Empirical Study of Batch Normalization and Group Normalization in Conditional Computation0
An Empirical Study on Leveraging Scene Graphs for Visual Question Answering0
Bilinear Graph Networks for Visual Question Answering0
KVQA: Knowledge-Aware Visual Question Answering0
OmniNet: A unified architecture for multi-modal multi-task learningCode0
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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