Table 8 Effect of postprocessing technique on the performance of proposed skin lesion segmentation system.

From: Melanoma segmentation using deep learning with test-time augmentations and conditional random fields

Model

Normal

CRF

TTA

CRF-TTA

UNet

83.84

83.94

84.59

84.60

ResUNet

80.34

80.59

80.89

81.07

ResUNet++

82.45

82.44

82.43

82.44