Skip to main content
. 2021 Dec 1;11:769447. doi: 10.3389/fonc.2021.769447

Table 4.

Patch-wise model performance on the testing set in comparison to a previous study.

Model Weighted average Accuracy Weighted average Precision Weighted average Recall Weighted average F1 Score
ResNet50 0.68 0.69 0.68 0.68
ResNet101 0.78 0.78 0.78 0.78
ResNet101_imgnet 0.73 0.75 0.73 0.74
VGG16 0.73 0.75 0.70 0.73
Xception 0.77 0.78 0.77 0.77
Jaber et al. 0.59–0.66 N/A N/A N/A

Bold font denote the best model. N/A: no information available.