3DGS_Provenance / README.md
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metadata
language:
  - en
tags:
  - 3d-gaussian-splatting
  - 3dgs
  - provenance
  - forensics

3DGS Provenance Dataset

Dataset for GaussTrace: Provenance Analysis of 3D Gaussian Splatting Models with Evidence-based LLM Reasoning (ICML 2026).

44 3DGS models across 5 scenes (bonsai, counter, face, playroom, drjohnson) with ground-truth directed provenance graphs (labels.json per scene).

Citation

@inproceedings{han2026gausstrace,
  author    = {Haoliang Han and Ziyuan Luo and Renjie Wan},
  title     = {GaussTrace: Provenance Analysis of 3D Gaussian Splatting
               Models with Evidence-based LLM Reasoning},
  booktitle = {International Conference on Machine Learning (ICML)},
  year      = {2026},
}