Table 3 Evaluation of ViT, U-Net and ensemble model on the experimental test set.

From: Deep learning for automated materials characterisation in core-loss electron energy loss spectroscopy

Model

F\(_1\)-score

Precision

Recall

EMR

Threshold

ViT

0.84

0.86

0.86

0.60

0.80

U-Net

0.84

0.86

0.86

0.62

0.95

2\(\times \)ViT+3\(\times \)U-Net

0.86

0.88

0.88

0.70

0.75