Table 7 Ablation: impact of topological smoothing loss (\({{\mathcal{L}}}_{{\rm{LAP}}}\)) on INbreast

From: Anatomy-guided visual prompt tuning for cross-modal breast cancer understanding

Configuration

AUC (%)

Dice (%)

HD95 (mm)

A-VPT w/o \({{\mathcal{L}}}_{{\rm{LAP}}}\)

97.5

91.6

4.8

A-VPT (Full)

97.8

92.2

3.6

  1. Metrics: AUC/Dice/HD95.
  2. The bold values indicate the results of our proposed model.
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