CounterCurate: Enhancing Physical and Semantic Visio-Linguistic Compositional Reasoning via Counterfactual Examples

1 code implementation • 20 Feb 2024 • Jianrui Zhang, Mu Cai, Tengyang Xie, Yong Jae Lee

We first spotlight the near-chance performance of multimodal models like CLIP and LLaVA in physically grounded compositional reasoning.

counterfactual Data Augmentation +2