PreSTNet: Pre-trained Spatio-Temporal Network for traffic forecasting

Shen Fang, Wei Ji, Shiming Xiang, Wei Hua

Abstract: Highlights•Pre-training enhanced framework to capture generalized long-term traffic patterns.•Seamlessly compatible with different forecasting headers to downstream datasets.•Pre-trained backbone coupled with linear regression achieves advanced performance.