LocalAgent: Collaborative Agentic Verification for Fine-Grained Instance-Level Consistency

Jiachen Guo, Xinshan Zhu, Boyun Wang +4

Multimodal large language models (MLLMs) have made rapid progress in general visual understanding, yet they still struggle with fine-grained instance-level consistency verification…