Datasets › EXPY-TKY
EXPY-TKY (Expressway-Tokyo)
EXPY-TKY contains the traffic speed information and the corresponding traffic incident information in 10-minute interval for 1843 expressway road links in Tokyo over three months (2021/10∼2021/12). Compared with other benchmarks for traffic prediction, EXPY-TKY covers a larger scale and more complex incident situations. Potential tasks of EXPY-TKY include traffic prediction, incident detection, and road type classification.
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Traffic Prediction | EXPY-TKY | STD-MAE 1 step MAE 5.73 | Spatial-Temporal-Decoupled Masked Pre-training for... | jimmy-7664/std-mae | 8 | Compare |
Papers archive 2025-07-28
8 shown of 8 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 9. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting | 1 | 1 | 1 Dec 2023 | ran 2 of 3 samples (1 unverified; 3 pointer-only for licence) |
| Spatio-Temporal Meta-Graph Learning for Traffic Forecasting | 1 | 1 | 27 Nov 2022 | ran 0 of 2 samples (2 unverified; 1 pointer-only for licence) |
| Learning to Remember Patterns: Pattern Matching Memory Networks for Traffic Forecasting | 1 | 1 | 20 Oct 2021 | ran 8 of 10 samples (2 unverified; 1 pointer-only for licence) |
| Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting | 3 | 1 | 13 Mar 2021 | ran 2 of 13 samples (11 unverified; 2 pointer-only for licence) |
| Adaptive Graph Convolutional Recurrent Network for Traffic Forecasting | 3 | 1 | 6 Jul 2020 | ran 5 of 7 samples (2 unverified; 1 pointer-only for licence) |
| Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks | 3 | 1 | 24 May 2020 | ran 1 of 2 samples (1 unverified; 1 pointer-only for licence) |
| Graph WaveNet for Deep Spatial-Temporal Graph Modeling | 9 | 1 | 31 May 2019 | ran 5 of 7 samples (2 unverified) |
| Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting | 19 | 1 | 6 Jul 2017 | ran 17 of 35 samples (18 unverified; 15 pointer-only for licence) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- EXPY-TKY
1 variant name, as the archive lists them.
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