FineGen: A VLM-based Multi-Agent Framework for Fine-Grained Image-Text Dataset Construction

Chang Kong, Yuebing Li, Peng Mo +2

The scarcity of hard negative samples in current vision-language datasets significantly hinders fine-grained perception. To address this, we propose FineGen, a VLM-based Multi-Agen…