Table 5.

Five-fold cross-validation of the performance of our proposed network using regularized weighted compound dice loss with proposed compound dice loss, generalized dice loss and mean square error loss in localizing organelles on G-3 dataset.

Loss function	Precison	Recall	F1 Score	AUC
LMSE	0.8605 ± 0.0163	0.7156 ± 0.0207	0.7698 ± 0.0131	0.8559 ± 0.0101
LDice	0.7606 ± 0.0964	0.5352 ± 0.0413	0.6102 ± 0.0164	0.7637 ± 0.0178
LCD	0.8653 ± 0.0162	0.8499 ± 0.0141	0.8566 ± 0.0143	0.9223 ± 0.0073
LRWCD	0.8648 ± 0.0119	0.8461 ± 0.0118	0.8544 ± 0.0117	0.9204 ± 0.0061