. Author manuscript; available in PMC: 2023 Aug 22.

Published in final edited form as: IEEE Access. 2023 Jul 25;11:79480–79494. doi: 10.1109/access.2023.3298569

TABLE 8.

The correctness evaluation of explainer.

Model	Residual Error	Accuracy (Classification)		Relative contribution
Model	Residual Error	Explainer II	Performer	Benign	Malignant
VGG16	0.07	0.88	0.89	0.84	0.81
ResNet52	0.08	0.87	0.88	0.83	0.78
EfficentNet-B0	0.08	0.87	0.83	0.85	0.76