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<img src="assets/logo.png" alt="Scone" width="400"/>
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</p>
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<h3 align="center">
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Scone: Bridging Composition and Distinction in Subject-Driven Image Generation
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# 📢 News
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- 2025.12.16: The [paper](https://arxiv.org/abs/2512.12675), [training code](https://github.com/Ryann-Ran/Scone?tab=readme-ov-file#-train), [inference and evaluation code](https://github.com/Ryann-Ran/Scone?tab=readme-ov-file#-inference-and-evaluation), [model weight](https://huggingface.co/Ryann829/Scone), [training data](https://huggingface.co/datasets/Ryann829/Scone-S2I-57K), [SconeEval benchmark](https://huggingface.co/datasets/Ryann829/SconeEval) are now released.
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# 📖 Introduction
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<img src="assets/logo.png" alt="Scone" width="400"/>
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</p>
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<h3 align="center">
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[✨CVPR 2026 Highlight] Scone: Bridging Composition and Distinction in Subject-Driven</br> Image Generation via Unified Understanding-Generation Modeling
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</h3>
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<p align="center">
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# 📢 News
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- 2026.4.9: 🎉🎉 Our paper has been selected as a ✨**Highlight** at **CVPR 2026**.
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- 2025.12.16: The [paper](https://arxiv.org/abs/2512.12675), [training code](https://github.com/Ryann-Ran/Scone?tab=readme-ov-file#-train), [inference and evaluation code](https://github.com/Ryann-Ran/Scone?tab=readme-ov-file#-inference-and-evaluation), [model weight](https://huggingface.co/Ryann829/Scone), [training data](https://huggingface.co/datasets/Ryann829/Scone-S2I-57K), [SconeEval benchmark](https://huggingface.co/datasets/Ryann829/SconeEval) are now released.
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# 📖 Introduction
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