Track Circuits Fault Diagnosis Method Based on the UNet-LSTM Network (ULN)

Table 5

Comparison of model results.

Method	Highest accuracy (%)	Lowest accuracy (%)	Average accuracy (%)
LSTM	85.71	71.42	84.28
UNet-LSTM	99.85	98.95	99.75