TABLE 10.

Geometric transformation tests of PWO-CPI and CAT-CPI on the Davis dataset.

Methods	CAT-CPI (AUC = 0.920)		PWO-CPI (AUC = 0.848)
	ROC-AUC	AUC decrease	ROC-AUC	AUC decrease
Rotation	0.916	−0.004	0.845	−0.003
HorizontalFlip	0.918	−0.002	0.844	−0.004
VerticalFlip	0.916	−0.004	0.845	−0.003
Translation, size = (96,96)	0.916	−0.004	0.845	−0.003
Translation, size = (64,64)	0.911	−0.009	0.835	−0.013
Translation, size = (48,48)	0.91	−0.010	0.834	−0.014
Translation, size = (32,32)	0.908	−0.012	0.830	−0.018