rankseg
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- rankseg-benchmark Public
Reproducible Dice/IoU and runtime benchmarks comparing RankSEG with argmax on frozen-model probabilities, including MONAI-based 3D medical segmentation.
- rankseg Public
Boost segmentation model mIoU/Dice instantly WITHOUT retraining. A plug-and-play, training-free optimization module. Published in NeurIPS & JMLR. Compatible with SAM, DeepLab, SegFormer, and more. 🧩
- rankseg-nnunet-benchmark Public
A reproducible benchmark of RankSEG versus voxel-wise argmax decoding on nnU-Net probability maps across diverse biomedical segmentation datasets.
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