code: complete eval pipeline (7 metrics + per-class + Wilcoxon) + Swin-UNet/TransUNet networks; remove backups/obsolete

report: clarify per-class macro vs main-table Dice averaging convention

report: add appendix Sensitivity & Precision tables (Spec/ASSD omitted: low discriminative power / redundant)

report: drop cross-dataset average columns + overall-ranking table (heterogeneous modalities); per-dataset + significance only

report: paper-style layout (transposed methods×datasets, sig-bold, ranking, per-class)

aggregate.py: unified-512 intro + per-class + Wilcoxon

Upload code/envs/umamba.yml with huggingface_hub

Upload code/envs/nnunet.yml with huggingface_hub

Upload code/envs/seggen.yml with huggingface_hub

Upload folder using huggingface_hub

Upload folder using huggingface_hub