Table 5. Execution time comparison.
Model | Min (s) | Std. Dev. (s) | Mean (s) | Max (s) | Range (s) | Median (s) |
---|---|---|---|---|---|---|
BERT [20] | 74 | 4.21 | 85 | 96 | 20 | 86 |
CNN [18] | 73 | 4.36 | 84 | 95 | 20 | 84 |
SVM [18] | 77 | 3.15 | 85 | 95 | 16 | 86 |
ResNet [22] | 72 | 4.39 | 85 | 95 | 21 | 88 |
NB [28] | 74 | 3.95 | 84 | 96 | 20 | 83 |
XGB [20] | 75 | 3.09 | 83 | 91 | 14 | 83 |
InceptionV4 [43] | 76 | 2.77 | 82 | 90 | 14 | 81 |
DenseNet-169 [44] | 75 | 2.51 | 80 | 87 | 12 | 79 |
WResNeXt-GMJ | 34 | 1.11 | 37 | 41 | 5 | 36 |