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ImageNet-D

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No questions in the CSVs

by harpreetsahota - opened Jul 4

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harpreetsahota

Jul 4

Hi,

Thanks for creating and sharing this dataset, it looks really interesting and cool.

I was exploring the dataset, and I noticed that there are no questions in the CSV. They all have the same columns: 'image_dir', 'gt_category', 'top1_pred_cate', 'top2_pred_cate'

Will you also make the questions available?

Thanks

zcs15

Owner Jul 4

Hi,

Thank you for your interest in our work.

We create a question for each image: "What is the main object in this image? Choose from the following list: [GT category], [failure category]."

GT category refers to the gt_category column.
Failure category is top1_pred_cate if it differs from gt_category; otherwise, it's top2_pred_cate.

For more details, please refer to Section 4.1 of the original paper.

Thanks again!

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