VL-CheckList: Evaluating Pre-trained Vision-Language Models with Objects, Attributes and Relations

Tiancheng Zhao, Tianqi Zhang, Mingwei Zhu +4

Vision-Language Pretraining (VLP) models have recently successfully facilitated many cross-modal downstream tasks. Most existing works evaluated their systems by comparing the fine…