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license: apache-2.0
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license: apache-2.0
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CRPE is a benchmark designed to quantitatively evaluate the object recognition and relation comprehension ability of models.
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The evaluation is formulated as single-choice questions.
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The benchmark consists of four splits:
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**Existence**, **Subject**, **Predicate**, and **Object**.
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The **Existence** split evaluates the object recognition ability while the remaining splits are designed to evaluate the capability of relation comprehension, focusing on probing each of the elements in the subject-predicate-object triplets of the scene graph separately.
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Some data examples are shown below.
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See our [paper](https://github.com/OpenGVLab/all-seeing/all-seeing-v2) to learn more details!
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