#multimodal vqa
topicmultimodal vqa
2 papers · 1 filter
cs.CL2026
Beyond the Leaderboard: Design Lessons for Trustworthy Multimodal VQA
Sushant Gautam, Vajira Thambawita, Michael A. Riegler +2
The paper studies how design choices affect the reliability and interpretability of multimodal visual question answering systems for gastrointestinal endoscopy, finding that struct…
cs.CV2026
EvoGraph-R1: Self-Evolving Multimodal Knowledge Hypergraphs for Agentic Retrieval
Jiashi Lin, Changhong Jiang, Xiangru Lin +12
The paper proposes EvoGraph-R1, a framework that lets a retrieval agent dynamically evolve multimodal knowledge hypergraphs through actions like retrieval, web search, and graph ed…