Table 2.

Performance comparison of variations of the basic Xception structure.

Modified Structure	Accuracy							No. of Parameters
	AKIEC	BCC	BKL	DF	MEL	NV	VASC
Xception	0.9413	0.9412	0.9323	0.9195	0.9444	0.9455	0.9520	20,873,774
Xception-m7	0.9413	0.9412	0.9323	0.9195	0.9444	0.9455	0.9520	19,255,430
Xception-m6	0.9430	0.9429	0.9340	0.9212	0.9461	0.9472	0.9537	17,637,086
Xception-m5	0.9449	0.9448	0.9359	0.9231	0.9480	0.9491	0.9556	16,018,742
Xception-m4	0.9422	0.9405	0.9321	0.9213	0.9482	0.9503	0.9569	14,400,398
Xception-m3	0.9470	0.9469	0.9380	0.9252	0.9501	0.9512	0.9577	12,782,054
Xception-m2	0.9501	0.9491	0.9421	0.9273	0.9532	0.9523	0.9599	11,163,710
Xception-m1	0.9512	0.9498	0.9434	0.9273	0.9538	0.9531	0.9599	9,545,366