Preprint
Aug 2026
VISA: Agentic Self-Evolving Data Synthesis for Multimodal Instruction Following
VISA (Visual Instruction Synthesis Agent), an agentic framework that reformulates multimodal instruction synthesis as a self-evolving loop, consistently improves multimodal instruction following over strong baselines, while preserving general multimodal capability across seven public benchmarks.
Min Zeng, Guanxin Tan, L. Cen et al.
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