SUMO
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Traffic Signal Control | SUMO Routine Scenario T3 (train) | Average Delay (mean)7.9 | 5 | |
| Spatio-Temporal Forecasting | SUMO Shibuya District, Event-Driven Traffic (test) | MAE2.13 | 4 | |
| Traffic Signal Control | SUMO (Sudden Surge) | Average Waiting Time52.9 | 4 | |
| Traffic Signal Control | SUMO Directional Peak | Avg. Waiting Time (s)43.6 | 4 | |
| Traffic Signal Control | SUMO Balanced | Average Waiting Time (s)29.8 | 4 | |
| Speed Distribution Analysis | SUMO First Intersection (test) | Mean Speed (m/s)3.28 | 4 | |
| Traffic Simulation | SUMO Second Intersection | Red Light Violations0 | 2 |
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