Table 7 Mean performance of models across all band pairs.
From: Deep learning for classifying quantum emission signals in WS2 monolayers using wavelet transform
Model | Mean precision | Mean accuracy | Mean recall | Mean F1-score | Mean ROC-AUC | Overall mean |
|---|---|---|---|---|---|---|
ResNet50 | 0.985 | 0.979 | 0.973 | 0.978 | 0.993 | 0.982 |
VGG16 | 0.992 | 0.992 | 0.993 | 0.992 | 0.998 | 0.994 |
Xception | 0.991 | 0.990 | 0.989 | 0.990 | 0.997 | 0.991 |
