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anonymous347928/pcbm_metashift

PCBM Metashift For the sake of reproducibility, this dataset hosts the postprocessed Metashift according to [Yuksekgonul et al.] for the use in Post-Hoc Concept Bottleneck Models. Config Name Description task_1_bed_cat_dog Task 1: bed(cat) -> bed(dog) task_1_bed_dog_cat Task 1: bed(dog) -> bed(cat) task_2_table_books_cat Task 2: table(books) -> table(cat) task_2_table_books_dog Task 2: table(books) -> table(dog) task_2_table_cat_dog Task 2: table(cat) ->… See the full description on the dataset page: https://huggingface.co/datasets/anonymous347928/pcbm_metashift.

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PCBM Metashift

For the sake of reproducibility, this dataset hosts the postprocessed Metashift according to [[Yuksekgonul et al.]](https://arxiv.org/pdf/2205.15480.pdf) for the use in Post-Hoc Concept Bottleneck Models.

Config Name	Description
`task_1_bed_cat_dog`	Task 1: bed(cat) -> bed(dog)
`task_1_bed_dog_cat`	Task 1: bed(dog) -> bed(cat)
`task_2_table_books_cat`	Task 2: table(books) -> table(cat)
`task_2_table_books_dog`	Task 2: table(books) -> table(dog)
`task_2_table_cat_dog`	Task 2: table(cat) -> table(dog)
`task_2_table_dog_cat`	Task 2: table(dog) -> table(cat)

The script to generate this dataset can be found at scripts/generate.py. You will need to download the Metashift repo and the Visual Genome dataset as instructed in the Metashift repo.