Table 1 Comparison between existing open public traffic datasets and our dataset.
From: A unified dataset for the city-scale traffic assignment model in 20 U.S. cities
Dataset | Cross-validation | City-scale | Multi-city | Traffic Assignment Model | Data Types | ||
|---|---|---|---|---|---|---|---|
Flow | Density | Speed | |||||
Transportation Networks49 | ✓ | ✓ | ✓ | ✓ | ✓ | ||
UTD1950 | ✓ | ✓ | ✓ | ✓ | ✓ | ||
PeMS51 | ✓ | ✓ | ✓ | ✓ | |||
Road Traffic Statistics52 | ✓ | ✓ | |||||
Traffic Volumes AADT53 | ✓ | ✓ | |||||
Traffic Volume Counts54 | ✓ | ✓ | ✓ | ||||
Traffic Data of Strategic/Major Roads55 | ✓ | ✓ | ✓ | ||||
✓ | ✓ | ||||||
✓ | ✓ | ✓ | |||||
Our dataset46 | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
