Table 2 Comparative performance of models from a single experimental run

From: ThyroNet-X4 genesis: an advanced deep learning model for auxiliary diagnosis of thyroid nodules’ malignancy

Model

train_loss

train_accuracy

val_loss

val_accuracy

Baseline

0.2795

0.8493

1.393

0.6954

Baseline + Bottleneck

0.2740

0.8524

1.1411

0.6846

Baseline + Block

0.2751

0.8470

0.6972

0.7061

VGGNet

0.6094

0.6694

1.1586

0.5983

AlexNet

0.5822

0.6561

2.2945

0.4952

GoogleNet

0.9523

0.6728

1.6618

0.5705

MobileNet

0.5803

0.6885

1.6088

0.5971

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