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@@ -11,6 +11,12 @@ Repository for the **Partonomy-Core** benchmark introduced in [*PARTONOMY: Large
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  Code can be found at [https://github.com/anselblume/partonomy](https://github.com/anselblume/partonomy).
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  The `images` directory contains all images used in the **Partonomy-Core** evaluation. Evaluation questions, answer choices, and corresponding parts for each answer choice are contained in `partonomy_qa_pairs.json`. Each question-answer JSON object contains the following fields:
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  - `image_path` (str): Relative path to the image corresponding to the question.
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  - `image_label` (str): Label for the object in the image.
 
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  Code can be found at [https://github.com/anselblume/partonomy](https://github.com/anselblume/partonomy).
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+ To download the images and evaluation metadata, install the [HuggingFace CLI](https://huggingface.co/docs/huggingface_hub/en/guides/cli) and run
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+ ```bash
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+ hf download partonomy/partonomy-core --repo-type dataset --local-dir .
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+ ```
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  The `images` directory contains all images used in the **Partonomy-Core** evaluation. Evaluation questions, answer choices, and corresponding parts for each answer choice are contained in `partonomy_qa_pairs.json`. Each question-answer JSON object contains the following fields:
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  - `image_path` (str): Relative path to the image corresponding to the question.
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  - `image_label` (str): Label for the object in the image.