A Deep Learning Prediction Model for Structural Deformation Based on Temporal Convolutional Networks

Table 4

The performance comparison for different models.

Models	RMSE	MAPE	MAE
WNN	2.2940	2.6395	1.5349
DBN-SVR	1.5038	0.8533	0.8724
GRU	1.0901	0.7688	0.5474
LSTM	1.0600	0.6570	0.4937
TCN	0.9876	0.3438	0.4138