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rankseg

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  1. rankseg rankseg Public

    Optimize segmentation Dice/IoU without retraining. Plug-and-play decoding that replaces argmax or thresholding. Compatible with SAM, DeepLab, SegFormer, and more. Research published in NeurIPS & JM…

    Jupyter Notebook 74 3

  2. rankseg-benchmark rankseg-benchmark Public

    Reproducible Dice/IoU and runtime benchmarks comparing RankSEG with argmax on frozen-model probabilities, including MONAI-based 3D medical segmentation.

    Python 2

Repositories

Showing 6 of 6 repositories
  • rankseg-benchmark Public

    Reproducible Dice/IoU and runtime benchmarks comparing RankSEG with argmax on frozen-model probabilities, including MONAI-based 3D medical segmentation.

    rankseg/rankseg-benchmark's past year of commit activity
    Python 2 BSD-3-Clause 0 0 0 Updated Oct 27, 2026
  • tiatoolbox Public Forked from TissueImageAnalytics/tiatoolbox

    Computational Pathology Toolbox developed by TIA Centre, University of Warwick.

    rankseg/tiatoolbox's past year of commit activity
    Python 0 119 0 0 Updated Oct 27, 2026
  • rankseg Public

    Optimize segmentation Dice/IoU without retraining. Plug-and-play decoding that replaces argmax or thresholding. Compatible with SAM, DeepLab, SegFormer, and more. Research published in NeurIPS & JMLR. 🧩

    rankseg/rankseg's past year of commit activity
    Jupyter Notebook 74 BSD-3-Clause 3 0 0 Updated Oct 18, 2026
  • rankseg-nnunet-benchmark Public

    A reproducible benchmark of RankSEG versus voxel-wise argmax decoding on nnU-Net probability maps across diverse biomedical segmentation datasets.

    rankseg/rankseg-nnunet-benchmark's past year of commit activity
    Python 1 Apache-2.0 0 1 0 Updated Aug 18, 2026
  • tutorials Public Forked from Project-MONAI/tutorials

    MONAI Tutorials

    rankseg/tutorials's past year of commit activity
    Jupyter Notebook 0 Apache-2.0 815 0 0 Updated Jul 31, 2026
  • MONAI Public Forked from Project-MONAI/MONAI

    AI Toolkit for Healthcare Imaging

    rankseg/MONAI's past year of commit activity
    Python 0 Apache-2.0 1,707 0 0 Updated Jul 17, 2026

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