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Visual Question Answering

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Papers

Showing 20012025 of 2177 papers

TitleStatusHype
Interpretable Visual Question Answering by Reasoning on Dependency Trees0
Cascaded Mutual Modulation for Visual ReasoningCode0
Straight to the Facts: Learning Knowledge Base Retrieval for Factual Visual Question Answering0
Deep Attention Neural Tensor Network for Visual Question Answering0
Adapting Visual Question Answering Models for Enhancing Multimodal Community Q&A PlatformsCode0
Question-Guided Hybrid Convolution for Visual Question Answering0
Visual Reasoning with Multi-hop Feature ModulationCode0
Interpretable Visual Question Answering by Visual Grounding from Attention Supervision Mining0
Visual Question Answering Dataset for Bilingual Image Understanding: A Study of Cross-Lingual Transfer Using Attention Maps0
Learning Visual Question Answering by Bootstrapping Hard AttentionCode0
Question Relevance in Visual Question Answering0
Latent Alignment and Variational AttentionCode0
NMT-Keras: a Very Flexible Toolkit with a Focus on Interactive NMT and Online Learning0
Pushing the Limits of Radiology with Joint Modeling of Visual and Textual Information0
Connecting Language and Vision to Actions0
Semantically Equivalent Adversarial Rules for Debugging NLP modelsCode0
End-to-End Audio Visual Scene-Aware Dialog using Multimodal Attention-Based Video FeaturesCode0
Learning Conditioned Graph Structures for Interpretable Visual Question AnsweringCode0
Learning Visual Knowledge Memory Networks for Visual Question Answering0
iParaphrasing: Extracting Visually Grounded Paraphrases via an ImageCode0
Learning Answer Embeddings for Visual Question Answering0
Cross-Dataset Adaptation for Visual Question Answering0
CS-VQA: Visual Question Answering with Compressively Sensed Images0
Focal Visual-Text Attention for Visual Question AnsweringCode0
On the Flip Side: Identifying Counterexamples in Visual Question Answering0
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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