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README.md
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Repository for the **Partonomy-Core** benchmark introduced in [*PARTONOMY: Large Multimodal Models with Part-Level Visual Understanding*](https://arxiv.org/abs/2505.20759).
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Code can be found at [https://github.com/anselblume/partonomy](https://github.com/anselblume/partonomy).
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- `object_question` (str): Analogue of `question` LLM prompt, used for evaluation of the object label. Only present for Whole-to-Part and Part-to-Whole questions.
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- `object_answer_choices` (list[str]): Answer choices for the `object_question` prompt. Only present for Whole-to-Part and Part-to-Whole questions.
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- `object_answer_types` (list[str]): The correctness of each answer choice in the `object_answer_choices` field. Only present for Whole-to-Part and Part-to-Whole questions.
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- `object_answer_classes` (list[str]): The object class used for each answer choice in `object_answer_choices`.
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---
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language:
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- en
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tags:
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- part_understanding
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- segmenting_lmms
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- vision-language
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pretty_name: Partonomy-Core
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---
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Repository for the **Partonomy-Core** benchmark introduced in [*PARTONOMY: Large Multimodal Models with Part-Level Visual Understanding*](https://arxiv.org/abs/2505.20759).
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Code can be found at [https://github.com/anselblume/partonomy](https://github.com/anselblume/partonomy).
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- `object_question` (str): Analogue of `question` LLM prompt, used for evaluation of the object label. Only present for Whole-to-Part and Part-to-Whole questions.
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- `object_answer_choices` (list[str]): Answer choices for the `object_question` prompt. Only present for Whole-to-Part and Part-to-Whole questions.
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- `object_answer_types` (list[str]): The correctness of each answer choice in the `object_answer_choices` field. Only present for Whole-to-Part and Part-to-Whole questions.
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- `object_answer_classes` (list[str]): The object class used for each answer choice in `object_answer_choices`.
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