Table 1 Detection performances of various CNN architectures on non-highlighted and highlighted versions, and their differences

ResNet18

Baseline

0.914

N/A

Highlighted

0.963

0.049 [0.036, 0.062]

 < 0.0001^*

Combined

0.963

0.050 [0.038, 0.061]

 < 0.0001^*

DenseNet201

Baseline

0.966

N/A

Highlighted

0.969

0.003 [-0.004, 0.010]

0.426

Combined

0.974

0.008 [0.004, 0.012]

 < 0.001^*

EfficientNetV2

Baseline

0.96

N/A

Highlighted

0.963

0.003 [-0.005, 0.011]

0.476

Combined

0.968

0.008 [0.004, 0.012]

 < 0.001^*

ViT

Baseline

0.967

N/A

Highlighted

0.969

0.002 [-0.005, 0.009]

0.553

Combined

0.973

0.006 [0.003, 0.010]

 < 0.001^*