Table 7 Impact of prompt strategies on LiTS validation set

From: Prompt-mamba filtering networks for accurate hepatocellular carcinoma lesion segmentation in abdominal CT

Prompt Strategy

Dice (%)

HD95 (mm)

Recall (%)

Prec (%)

No Prompt

88.3

12.1

85.6

90.7

Random Prompt

89.1

11.2

86.9

91.3

Ours (Anatomy-Aware)

92.4

7.9

90.3

94.2

  1. Anatomy-Aware prompts significantly outperform random or no-prompt baselines.
  2. The bold means the best results in the table.
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