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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) -> 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.
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