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leizhao7
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bfsc-medical-fewshot

PyTorch
medical-few-shot
bfsc
temperature-scaling
pathmnist
bloodmnist
breakhis
Model card Files
xet
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BFSC Medical Few-shot Checkpoints

This repository contains BFSC medical few-shot checkpoints from the completed 2026-05-26 runs.

Layout

checkpoints/<shot>/<method>/<dataset>/

Example: checkpoints/1shot/protonet/pathmnist/best_acc_model.tar.

Contents

  • Shots: 1shot, 5shot
  • Methods: anil, baseline, baselinepp, dkt, feat, protonet, r2d2, relationnet, versa
  • Datasets: bloodmnist, breakhis, pathmnist
  • Experiment combinations: 54
  • Model checkpoint .tar files: 162
  • Temperature-scaling JSON files: 54
  • Eval metric JSON files: 108
  • Total staged payload: 2.50 GiB

Each experiment directory includes best_acc_model.tar, best_nll_model.tar, last_model.tar, best_acc_model_ts.json, no-TS/TS test metrics, and training metadata when present.

See manifest.json for the complete mapping from source paths to repository paths.

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