Table 6 Ablation: cross-modal alignment (MG → US)

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

Configuration

AUC (%)

Dice (%)

No alignment losses

83.9

69.2

+ \({{\mathcal{L}}}_{{\rm{RCL}}}\) only

86.4

71.8

+ \({{\mathcal{L}}}_{{\rm{TXT}}}\) only

85.7

71.1

RCL+TXT (ours)

88.0

74.0

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