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  # AmbiSem-3D
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  AmbiSem-3D is a diagnostic benchmark for amodal 3D generation under semantic
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- ambiguity, introduced with RelaxFlow: Text-Driven Amodal 3D Generation.
 
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  This repository contains two separated subsets:
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  Each subset has its own `manifest.json`, `README.md`, and `assets/` directory.
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  All paths in a subset manifest are relative to that subset folder.
 
 
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  ## Usage
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  # AmbiSem-3D
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  AmbiSem-3D is a diagnostic benchmark for amodal 3D generation under semantic
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+ ambiguity, introduced with [**RelaxFlow: Text-Driven Amodal 3D
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+ Generation**](https://arxiv.org/abs/2603.05425), an ICML 2026 Spotlight paper.
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  This repository contains two separated subsets:
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  Each subset has its own `manifest.json`, `README.md`, and `assets/` directory.
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  All paths in a subset manifest are relative to that subset folder.
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+ Code and runners are available in the
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+ [**RelaxFlow repository**](https://github.com/viridityzhu/RelaxFlow).
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  ## Usage
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