OpenCity
An open-source spatiotemporal foundation model for traffic prediction.
CommonProductProductivityTraffic PredictionSpatiotemporal Model
OpenCity is an open-source spatiotemporal foundation model focused on the field of traffic prediction. The model effectively captures and standardizes complex spatiotemporal dependencies in traffic data by integrating the Transformer architecture and graph neural networks, enabling zero-shot generalization across different urban environments. It is pre-trained on large-scale, heterogeneous traffic datasets to learn rich, generalizable representations that can be seamlessly applied to various traffic prediction scenarios.
OpenCity Visit Over Time
Monthly Visits
515580771
Bounce Rate
37.20%
Page per Visit
5.8
Visit Duration
00:06:42