Short-term Traffic Forecasting on Hong Kong Traffic Flow Jan 11, 2022 (test)
11.71MAEDASTNET
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DASTNETAggregation Interval=5-minute, Prediction Horizon=15min, Fine-tuned=true, Source Domain=PEMS2022.02 | 11.71 | 17.69 | 12.89 | |
| DASTNETAggregation Interval=5-minute, Prediction Horizon=30min, Fine-tuned=true, Source Domain=PEMS2022.02 | 13.87 | 21.25 | 14.91 | |
| HAAggregation Interval=5-minute, Prediction Horizon=15min2022.02 | 15.79 | 23.95 | 16.96 | |
| DASTNETAggregation Interval=5-minute, Prediction Horizon=60min, Fine-tuned=true, Source Domain=PEMS2022.02 | 17.09 | 26.47 | 18.24 | |
| HAAggregation Interval=5-minute, Prediction Horizon=30min2022.02 | 17.84 | 27 | 18.7 | |
| HAAggregation Interval=5-minute, Prediction Horizon=60min2022.02 | 21.66 | 33.41 | 22.42 | |
| TGCNAggregation Interval=5-minute, Prediction Horizon=15min2022.02 | 22.39 | 30.5 | 27.54 | |
| TGCNAggregation Interval=5-minute, Prediction Horizon=30min2022.02 | 22.39 | 30.48 | 26.76 | |
| TGCNAggregation Interval=5-minute, Prediction Horizon=60min2022.02 | 25.95 | 35.61 | 27.98 | |
| STGCNAggregation Interval=5-minute, Prediction Horizon=30min2022.02 | 39.34 | 55.34 | 45.62 | |
| STGCNAggregation Interval=5-minute, Prediction Horizon=15min2022.02 | 39.86 | 55.79 | 46.8 | |
| STGCNAggregation Interval=5-minute, Prediction Horizon=60min2022.02 | 42.52 | 58.95 | 52.94 | |
| STGODEAggregation Interval=5-minute, Prediction Horizon=15min2022.02 | 63.46 | 86.08 | 54.77 | |
| STGODEAggregation Interval=5-minute, Prediction Horizon=30min2022.02 | 66.19 | 87.36 | 69.23 | |
| STGODEAggregation Interval=5-minute, Prediction Horizon=60min2022.02 | 66.76 | 92.83 | 58.65 |