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license:
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---
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license: cc-by-nc-4.0
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base_model: Depth-Anything/Depth-Anything-3
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tags:
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- 3d-reconstruction
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- visual-slam
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- pose-estimation
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- depth-estimation
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- computer-vision
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# R³: 3D Reconstruction via Relative Regression
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## Model Description
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R³ is a feed-forward model for long-video 3D reconstruction via confidence-weighted relative pose regression.
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Built on top of the Depth Anything 3 (DA3) backbone, R³ predicts pairwise relative camera poses and dense geometry from arbitrarily long video streams. Instead of directly regressing all cameras in a global coordinate frame, R³ estimates confidence-weighted relative transformations between image pairs and assembles a globally consistent trajectory downstream.
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With approximately 372M parameters, R³ achieves competitive or state-of-the-art performance on camera pose estimation and dense reconstruction benchmarks while remaining significantly smaller than recent billion-parameter alternatives.
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## License
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This model is a derivative work based on the Depth Anything 3 (DA3) model.
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The original DA3 model is released under the CC BY-NC 4.0 license. Accordingly, this model is also distributed under the CC BY-NC 4.0 license and may only be used in accordance with the terms of that license.
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Commercial use is not permitted without obtaining appropriate permissions from the original rights holders.
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## Model Details
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- **Model Type:** 3D Reconstruction / Visual Localization
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- **Backbone:** Depth Anything 3 (DA3)
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- **Parameters:** ~372M
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- **Task:** Relative Pose Regression and Dense 3D Reconstruction
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## Citation
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If you use this model in your research, please cite the R³ paper.
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```bibtex
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@misc{xu2026r3,
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title={$R^3$: 3D Reconstruction via Relative Regression},
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author={Congrong Xu and Huachen Gao and Xingyu Chen and Yuliang Xiu and Jun Gao and Anpei Chen},
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year={2026},
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}
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```
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