Transformer-Enhanced Traffic Load Simulation for Wear Evaluation of Bridge Expansion Joint

Table 4

Performance comparison of deep learning models for full-bridge trajectory prediction.

Model	MAE (m/s)
LSTM	1.4089
GRU	0.8069
Seq2Seq with GRU	0.6395
Transformer	0.4376