Table 1 Evaluation results from the validation data set. All the values are in the form of mean ± 95% confidence interval.

From: A deep learning approach for semantic segmentation of unbalanced data in electron tomography of catalytic materials

Evaluation metric

γ-Alumina

Pt NPs

Bkgnd/pores

Precision

0.95 ± 0.008

0.92 ± 0.03

0.99 ± 0.001

Recall

0.97 ± 0.004

0.78 ± 0.04

0.99 ± 0.003

DSC

0.96 ± 0.003

0.84 ± 0.03

0.99 ± 0.002

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