apozz/Pixel-Perfect-Depth-MoGe2

Pixel-Perfect-Depth — MoGe2 checkpoint (mirror)

This is an unmodified mirror of the ppd_moge.pth checkpoint from Pixel-Perfect Depth (NeurIPS 2025), the PPD variant that uses MoGe2 semantics and delivers a ~20–30% improvement on zero-shot benchmarks over the DA2 variant.

It is rehosted here only because the original file is distributed via Google Drive, which is unreliable for automated downloads in the ComfyUI-PixelPerfectDepth integration. All credit belongs to the original authors.

Source & attribution

• Original repo: https://github.com/gangweix/pixel-perfect-depth (Apache-2.0)
• Original weights: Google Drive — file id 1tabmcsbRVDKDfmO4KU1vOjurzN-wp0HV (linked from the upstream README, "PPD / MoGe2" row)
• Paper: https://arxiv.org/abs/2510.07316

This mirror is unmodified and redistributed under the upstream Apache-2.0 license (see LICENSE). No endorsement by the original authors is implied.

Usage

This checkpoint requires the MoGe2 encoder weights (moge2.pt) at load time, as in the upstream run.py --semantics_model MoGe2.

@article{xu2025pixel,
  title={Pixel-perfect depth with semantics-prompted diffusion transformers},
  author={Xu, Gangwei and Lin, Haotong and Luo, Hongcheng and others},
  journal={arXiv preprint arXiv:2510.07316},
  year={2025}
}