Continual Post-Training

This work introduces T2I-ConBench, a unified benchmark for continual post-training of text-to-image diffusion models, covering item customization and domain enhancement and assessing methods on generality retention, target-task performance, forgetting, and cross-task generalization through an automated pipeline that combines standard metrics, human-preference modeling, and vision-language QA.

May 22, 2025