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ColorFoil: How Well Can Vision and Language Models Perceive Colors?

Abstract: To be added. (Under construction)

Instructions

  1. Link to download the MS COCO validation set (2017): https://cocodataset.org/#download
  2. Run the zero_shot_evaluation.ipynb file. It will construct the ColorFoil benchmark from the MS COCO dataset and perform the zero-shot evaluation of CLIP, ViLT, and BridgeTower models.

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