Table 3.

Results of cross-validation for QResNet-LSCI and ResNet-LSCI. The loss is calculated by MSE.

Model	Train loss	Val loss	Val MAPE	Test loss	Test MAPE
QResNet-LSCI	0.6646± 0.1946	0.9986 ± 0.1455	19.08% ± 0.86%	0.8909 ± 0.1335	19.97% ± 1.21%
ResNet-LSCI	0.6883 ± 0.2116	1.1186 ± 0.1546	21.86% ± 1.39%	0.9447 ± 0.1469	24.50% ± 1.39%