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. 2025 Jan 25;15:3198. doi: 10.1038/s41598-025-86743-z

Table 8.

Convergence and inference time comparison.

Segmentation Model Convergence Time
(Seconds)
Inference Time
(Seconds)
ENet 453.5 0.48
MAB-Ensemble 557.2 0.51
Majority Voting 586.2 0.49
PINet 431.1 0.47
Random Forest 627.1 0.54
ResNet101 702.3 0.53
ResNet50 686.4 0.54
SqueezeNet 424.2 0.46
Stacking 609.5 0.56
VGG16Net 652.7 0.55
Weighted Averaging 575.8 0.58