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. 2025 Aug 21;15:30731. doi: 10.1038/s41598-025-12636-w

Table 6.

Analysis of computational time for datasets 1 and 2.

Methods Dataset 1 Dataset 2
Computational Time (s) Computational Time (s)
XGBoost 105.680 103.587
LSTM-CNN 128.650 125.650
LinkNet 107.111 106.452
GhostNet 74.134 73.658
GoogleNet 88.958 85.649
AlexNet 85.521 83.652
EfficientNet 84.165 86.568
CNN 96.555 97.688
Ensemble 101.466 102.697
ILN-GNet 63.748 62.355