Table 3.

Results on the sectionwise classification task for all sections from the Validation I and Validation II parts of the data. The values correspond to the best models and selected thresholds. The highest accuracy and $F_{\beta }$ score are highlighted in bold font.

Setting	Prediction Threshold	Tumor-Area Threshold (${\mathbf{m}}^2$)	Accuracy	${\mathit{F}}_{\mathit{\beta }}$
UNet	0.45	8960	0.985	0.989
ResNet34-UNet	0.60	3840	0.993	0.994
ResNet34-UNet + DS	0.60	5120	0.994	0.993
ResNet34-UNet + Linear	0.65	2560	0.996	0.997