notesum.ai
Published at December 6An Experimental Evaluation of Imputation Models for Spatial-Temporal Traffic Data
cs.LG
Released Date: December 6, 2024
Authors: Shengnan Guo1, Tonglong Wei, Yiheng Huang, Miaomiao Zhao, Ran Chen, Yan Lin, Youfang Lin, Huaiyu Wan
Aff.: 1School of Computer Science and Technology, Beijing Jiaotong University, Beijing, China

| Data type | Datasets | # Nodes | Time Range | Time interval |
|---|---|---|---|---|
| Traffic Flow | PEMS04 | 307 | 01/01/2018 - 02/28/2018 | 5 minutes |
| PEMS08 | 170 | 07/01/2016 - 08/31/2016 | 5 minutes | |
| Traffic Speed | Seattle | 323 | 01/01/2015 - 12/31/2015 | 1 hour |