Table 3 Comparison of the TransBathy model with different window sizes.

From: Bathymetry estimation for coastal regions using self-attention

Site

Metric

Window size

3 \(\times\) 3

5 \(\times\) 5

7 \(\times\) 7

Global

RMSE(m)

1.866

1.784

1.745

R2

0.866

0.903

0.908