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@@ -3,3 +3,31 @@ license: other
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  license_name: idea-license-1.0
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  license_link: LICENSE
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  license_name: idea-license-1.0
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  license_link: LICENSE
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  ---
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+ # SegDINO3D: 3D Instance Segmentation Empowered by Both Image-Level and Object-Level 2D Features
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+ Authors: [Jinyuan Qu](https://scholar.google.com/citations?user=-RSeOl0AAAAJ&hl), [Hongyang Li](https://scholar.google.com.hk/citations?view_op=list_works&hl=zh-CN&user=zdgHNmkAAAAJ&gmla=AMpAcmTJNHoetv6zgfzZkIRcYsFr0UkGGDyl5tAp5etuBqhz3lzYZCQrVDot02xVQ1XTbnMS1fPdAfe0-2--aTXOtewokjyShNLOQQyyhtkolwaz0hvENZpi-pJ-Wg), [Xingyu Chen](https://scholar.google.com/citations?user=YurWtIEAAAAJ&hl), [Shilong Liu](https://scholar.google.com/citations?hl=zh-CN&user=nkSVY3MAAAAJ), [Yukai Shi](https://scholar.google.com/citations?user=oQXfkSQAAAAJ&hl), [Tianhe Ren](https://scholar.google.com.hk/citations?user=cW4ILs0AAAAJ&hl=zh-CN&oi=sra), Ruitao Jing and [Lei Zhang](https://scholar.google.com/citations?hl=zh-CN&user=fIlGZToAAAAJ).
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+ <div align="center">
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+
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+ [![Paper](https://img.shields.io/badge/ArXiv-Paper-brown.svg?logo=arxiv)](https://arxiv.org/abs/2509.16098)
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+ [![Project Page](https://img.shields.io/badge/Project-Page-blue.svg?logo=googlechrome&logoColor=white)](https://idea-research.github.io/SegDINO3D/)
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+ [![Code](https://img.shields.io/badge/Code-GitHub-blue.svg?logo=github)](https://github.com/IDEA-Research/SegDINO3D)
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+ [![Dataset](https://img.shields.io/badge/Dataset-HuggingFace-yellow.svg?logo=huggingface)](https://huggingface.co/datasets/JinyuanQu/SegDINO3D)
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+ </div>
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+ ## 2D Features for SegDINO3D
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+ We provide pre-extracted 2D features for:
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+ - ScanNet (1513 scenes, 4539 `.pth` files)
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+ - ScanNet200 (1513 scenes, 4539 `.pth` files)
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+ Each scene contains:
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+ - `{scene_id}.pth`
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+ - `{scene_id}_query_3dctr.pth`
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+ - `{scene_id}_query_feats.pth`
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+ All features are stored under:
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+ `data/features_2d/{scannet, scannet200}/`