Issues

• Isolated-label metrics pass batch count + 1 as iso_threshold, so every label is scored as isolated

  PYangLab/scMultiBench#6 · Filter by author dnncha opened on Sep 7, 2026
  1

• PAA compares slice-local categorical codes; category order alone reverses matching scores

  PYangLab/scMultiBench#5 · Filter by author dnncha opened on Sep 7, 2026
  1

• ASW_cellType and iASW use predicted cluster labels rather than the celltype column

  PYangLab/scMultiBench#4 · Filter by author dnncha opened on Sep 7, 2026
  2

• Macro F1 drops classes with zero true positives; correcting F1 alone can reverse the five-metric ranking

  PYangLab/scMultiBench#3 · Filter by author dnncha opened on Sep 7, 2026
  1

• Classification evaluator computes precision where the benchmark reports specificity

  PYangLab/scMultiBench#2 · Filter by author dnncha opened on Sep 7, 2026
  4