Table 5 Relative Comparison of Model Complexity and Training Efficiency on PEMS08.
From: STICformer: spatio-temporal intrinsic connections transformer for traffic flow prediction
Model | Parameter Count | Training Efficiency | Inference Efficiency |
|---|---|---|---|
STAEformer | Moderate | Moderate | Moderate |
STID | Slightly Larger | Moderate | Moderate |
STICformer | Competitive | Fast | Fast |
