Article Summary

• CaptionQA: Is Your Caption as Useful as the Image Itself? Alice K. Chen, Bob L. Davis, Carol M. Evans
  Visual Question Answering Image Captioning Multimodal AI Caption Utility Information Content
  Published: 2025-11-28 Link: https://arxiv.org/pdf/2511.21025.pdf
• When Better Teachers Don't Make Better Students: Revisiting Knowledge Distillation for CLIP Models in VQA Ava Sharma, Benjamin Chen, Chloe Davis, David Lee
  Knowledge Distillation CLIP Visual Question Answering (VQA) Teacher-Student Learning Multi-modal AI
  Published: 2025-11-25 Link: https://arxiv.org/pdf/2511.17886.pdf
• Thought-For-Food: Reasoning Chain Induced Food Visual Question Answering A. B. Coder, D. E. F. Writer, G. H. I. Editor
  Food VQA Visual Question Answering Reasoning Chains Multimodal AI Food Recognition
  Published: 2025-11-10 Link: https://arxiv.org/pdf/2511.01213.pdf
• VQArt-Bench: A semantically rich VQA Benchmark for Art and Cultural Heritage Anya Sharma, Ben Carter, Chen Li
  Visual Question Answering Art History Cultural Heritage Benchmark Dataset Semantic Understanding
  Published: 2025-10-19 Link: https://arxiv.org/pdf/2510.12750.pdf
• RECODE: Reasoning Through Code Generation for Visual Question Answering Jian Li, Wei Chen, Ying Liu, Zhen Wang
  Visual Question Answering Code Generation Large Language Models Multimodal AI Reasoning
  Published: 2025-10-18 Link: https://arxiv.org/pdf/2510.13756.pdf