Table 3 Ablation study on the ViM block design.

From: Marrying Perona Malik diffusion with Mamba for efficient pediatric echocardiographic left ventricular segmentation

Methods

PSAX dataset

A4C dataset

EchoNet-dynamic

Precision

Recall

Dice

Precision

Recall

Dice

Precision

Recall

Dice

Mamba \(\rightarrow\) PVT

0.903

0.918

0.911

0.905

0.871

0.888

0.915

0.891

0.903

Mamba \(\rightarrow\) Flatten Transformer

0.914

0.916

0.915

0.923

0.875

0.898

0.920

0.897

0.909

Mamba \(\rightarrow\) MaxVit

0.925

0.909

0.917

0.906

0.901

0.904

0.921

0.900

0.911

Ours

0.932

0.913

0.922

0.905

0.907

0.906

0.919

0.945

0.931

  1. Significant values are in bold.
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