Table 4 \(F_{1}\) score (in percentage \(\%\)) with various DNN-based classification schemes for TrashBox dataset.

From: Enhancing trash classification in smart cities using federated deep learning

Technique

\({F_{1}}\) Score

ResNeXt-10133

89.66

ResNeXt-5033

87.01

ShuffleNetV236

83.11

ResNet-3432

86.86

ResNet-5032

87.69

ResNet-10132

87.03

MobileNetV237

86.06

MobileNetV3-Large35

85.27

MobileNetV3-Small35

82.04

GoogLeNet38

85.71

  1. Significant values are given in bold.
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