University of Washington; University of Washington, Allen Institute for Artificial Intelligence; Allen Institute for Artificial Intelligence
Cheng-Yu Hsieh, Jieyu Zhang, Zixian Ma, Aniruddha Kembhavi, Ranjay Krishna
vision-language models;contrastive training;CLIP;compositional understanding;compositionality;dataset artifacts
SugarCrepe: Fixing Hackable Benchmarks for Vision-Language Compositionality