Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality

Tristan Thrush, Ryan Jiang, Max Bartolo +4

We present a novel task and dataset for evaluating the ability of vision and language models to conduct visio-linguistic compositional reasoning, which we call Winoground. Given tw…