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NinaWie merged 1 commit into from
Dec 17, 2025
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add website and paper link #2

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6 changes: 6 additions & 0 deletions README.md
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<div align="center">

# Unifi3D: A Study on 3D Representations for Generation and Reconstruction in a Common Framework

[[`Paper`](https://arxiv.org/pdf/2509.02474)]
[[`Project Page`](https://isl-org.github.io/unifi3d/)]
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This is the code repository for Unifi3D, a unified framework for evaluating the reconstruction and generation performance of 3D representations. We compare these representations based on multiple criteria: quality, computational efficiency, and generalization performance. Beyond standard model benchmarking, our experiments aim to derive best practices over all steps involved in the 3D generation pipeline, including preprocessing, mesh reconstruction, compression with autoencoders, and generation. Our findings highlight that reconstruction errors significantly impact overall performance, underscoring the need to evaluate generation and reconstruction jointly.


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