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. 2022 Oct 12;82(10):15763–15778. doi: 10.1007/s11042-022-13847-3

Table 2.

Fine Tuning method for different architecture with Adam optimizer using ISIC 2020

Model Name Image Size Training AUC Validation AUC Testing AUC
Dense Net121 256X256X3 0.6472 0.7637 0.7414
ResNet50 224X224X3 0.66875 0.7627 0.7499
Inception ResNet V2 299X299X3 0.67913 0.7423 0.7423
EfficientNet-B6 512X512X3 0.7052 0.7369 0.7765