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Visual Question Answering

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Showing 1251–1300 of 2177 papers

TitleStatusHype
Multimodal Commonsense Knowledge Distillation for Visual Question Answering—0
VisionGPT: Vision-Language Understanding Agent Using Generalized Multimodal Framework—0
Multimodal Compact Bilinear Pooling for Multimodal Neural Machine Translation—0
Multimodal Continuous Visual Attention Mechanisms—0
Multi-modal Deep Analysis for Multimedia—0
Multi-Modal Explainable Medical AI Assistant for Trustworthy Human-AI Collaboration—0
Vision-Language Models as Success Detectors—0
Vision Language Models Can Parse Floor Plan Maps—0
Does my multimodal model learn cross-modal interactions? It's harder to tell than you might think!—0
Multimodal Few-Shot Learning with Frozen Language Models—0
Document Visual Question Answering Challenge 2020—0
Multi-Modal Fusion Transformer for Visual Question Answering in Remote Sensing—0
Multimodal Graph Networks for Compositional Generalization in Visual Question Answering—0
Multimodal grid features and cell pointers for Scene Text Visual Question Answering—0
Multi-Modal Instruction-Tuning Small-Scale Language-and-Vision Assistant for Semiconductor Electron Micrograph Analysis—0
Multimodal Integration of Human-Like Attention in Visual Question Answering—0
Multimodal Intelligence: Representation Learning, Information Fusion, and Applications—0
Document Collection Visual Question Answering—0
Multi-modality Latent Interaction Network for Visual Question Answering—0
Document AI: Benchmarks, Models and Applications—0
Vision-Language Models for Edge Networks: A Comprehensive Survey—0
Multimodal Learning and Reasoning for Visual Question Answering—0
Scene Graph Reasoning with Prior Visual Relationship for Visual Question Answering—0
Multimodal Neural Graph Memory Networks for Visual Question Answering—0
DLIP: Distilling Language-Image Pre-training—0
A Multimodal Memes Classification: A Survey and Open Research Issues—0
Diversity and Consistency: Exploring Visual Question-Answer Pair Generation—0
Diversifying Joint Vision-Language Tokenization Learning—0
Multimodal Representations for Teacher-Guided Compositional Visual Reasoning—0
Multimodal Reranking for Knowledge-Intensive Visual Question Answering—0
American == White in Multimodal Language-and-Image AI—0
DistilDoc: Knowledge Distillation for Visually-Rich Document Applications—0
Multimodal Transformer With a Low-Computational-Cost Guarantee—0
Disentangling Knowledge-based and Visual Reasoning by Question Decomposition in KB-VQA—0
Multimodal Unified Attention Networks for Vision-and-Language Interactions—0
All You May Need for VQA are Image Captions—0
All-in-one: Understanding and Generation in Multimodal Reasoning with the MAIA Benchmark—0
Discovering Pathology Rationale and Token Allocation for Efficient Multimodal Pathology Reasoning—0
Directional Gradient Projection for Robust Fine-Tuning of Foundation Models—0
Vision-Language Pretraining: Current Trends and the Future—0
DiN: Diffusion Model for Robust Medical VQA with Semantic Noisy Labels—0
Multi-task Learning of Hierarchical Vision-Language Representation—0
AlignVE: Visual Entailment Recognition Based on Alignment Relations—0
Vision LLMs Are Bad at Hierarchical Visual Understanding, and LLMs Are the Bottleneck—0
MUST-VQA: MUltilingual Scene-text VQA—0
Alignment, Mining and Fusion: Representation Alignment with Hard Negative Mining and Selective Knowledge Fusion for Medical Visual Question Answering—0
Differentiable End-to-End Program Executor for Sample and Computationally Efficient VQA—0
MuVAM: A Multi-View Attention-based Model for Medical Visual Question Answering—0
MyVLM: Personalizing VLMs for User-Specific Queries—0
Vision-to-Language Tasks Based on Attributes and Attention Mechanism—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MMCTAgent (GPT-4 + GPT-4V)GPT-4 score74.24—Unverified
2Qwen2-VL-72BGPT-4 score74—Unverified
3InternVL2.5-78BGPT-4 score72.3—Unverified
4GPT-4o +text rationale +IoTGPT-4 score72.2—Unverified
5Lyra-ProGPT-4 score71.4—Unverified
6GLM-4V-PlusGPT-4 score71.1—Unverified
7Phantom-7BGPT-4 score70.8—Unverified
8InternVL2.5-38BGPT-4 score68.8—Unverified
9InternVL2-26B (SGP, token ratio 64%)GPT-4 score65.6—Unverified
10Baichuan-Omni (7B)GPT-4 score65.4—Unverified