T-Drive
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Grid-based Traffic Flow Prediction | T-Drive outflow | MAE17.743 | 16 | |
| Grid-based Traffic Flow Prediction | T-Drive inflow | MAE17.832 | 16 | |
| Traffic Flow Forecasting (outflow) | T-Drive grid-based (test) | MAE21.271 | 12 | |
| Traffic Flow Forecasting (inflow) | T-Drive grid-based (test) | MAE21.242 | 12 | |
| Mobile Crowdsensing | T-Drive Large scale | Coverage5.251 | 8 | |
| Mobile Crowdsensing | T-Drive Medium scale | Coverage5.115 | 8 | |
| Mobile Crowdsensing | T-Drive (Small scale) | Coverage4.761 | 8 | |
| Trajectory Generation | T-Drive | Jaccard63.5 | 8 |
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