Traffic Forecasting on METR-LA Full (test)
2.73MAEDCGCN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DCGCNEvaluation Horizon=step 3 (15 mins), Input sequence length (Tin)=12, Output sequence length (Tout)=12, Time granularity=5 minutes, Normalization=Z-Score, Nodes=Full (207)2023.06 | 2.73 | 7.04 | 5.23 | |
| DCRNNEvaluation Horizon=step 3 (15 mins), Input sequence length (Tin)=12, Output sequence length (Tout)=12, Time granularity=5 minutes, Normalization=Z-Score, Nodes=Full (207)2023.06 | 2.77 | 7.3 | 5.38 | |
| AGCRNEvaluation Horizon=step 3 (15 mins), Input sequence length (Tin)=12, Output sequence length (Tout)=12, Time granularity=5 minutes, Normalization=Z-Score, Nodes=Full (207)2023.06 | 2.87 | 7.7 | 5.58 | |
| STGCNEvaluation Horizon=step 3 (15 mins), Input sequence length (Tin)=12, Output sequence length (Tout)=12, Time granularity=5 minutes, Normalization=Z-Score, Nodes=Full (207)2023.06 | 2.88 | 7.62 | 5.74 | |
| ASTGCNEvaluation Horizon=step 3 (15 mins), Input sequence length (Tin)=12, Output sequence length (Tout)=12, Time granularity=5 minutes, Normalization=Z-Score, Nodes=Full (207)2023.06 | 3.09 | 8.06 | 5.47 | |
| DCGCNEvaluation Horizon=step 6 (30 mins), Nodes=Full (207)2023.06 | 3.11 | 0.0862 | 6.28 | |
| DCRNNEvaluation Horizon=step 6 (30 mins), Nodes=Full (207)2023.06 | 3.15 | 0.088 | 6.45 | |
| AGCRNEvaluation Horizon=step 6 (30 mins), Nodes=Full (207)2023.06 | 3.23 | 0.09 | 6.58 | |
| STGCNEvaluation Horizon=step 6 (30 mins), Nodes=Full (207)2023.06 | 3.47 | 0.0957 | 7.24 | |
| DCGCNEvaluation Horizon=step 12 (1 hour), Nodes=Full (207)2023.06 | 3.57 | 10.47 | 7.41 | |
| DCRNNEvaluation Horizon=step 12 (1 hour), Nodes=Full (207)2023.06 | 3.6 | 10.5 | 7.6 | |
| AGCRNEvaluation Horizon=step 12 (1 hour), Nodes=Full (207)2023.06 | 3.62 | 10.38 | 7.51 | |
| ASTGCNEvaluation Horizon=step 6 (30 mins), Nodes=Full (207)2023.06 | 3.67 | 0.0987 | 6.46 | |
| VAREvaluation Horizon=step 3 (15 mins), Input sequence length (Tin)=12, Output sequence length (Tout)=12, Time granularity=5 minutes, Normalization=Z-Score, Nodes=Full (207)2023.06 | 4.42 | 10.2 | 7.89 | |
| ASTGCNEvaluation Horizon=step 12 (1 hour), Nodes=Full (207)2023.06 | 4.43 | 12.57 | 7.64 | |
| STGCNEvaluation Horizon=step 12 (1 hour), Nodes=Full (207)2023.06 | 4.59 | 12.7 | 9.4 | |
| VAREvaluation Horizon=step 6 (30 mins), Nodes=Full (207)2023.06 | 5.41 | 0.127 | 9.13 | |
| VAREvaluation Horizon=step 12 (1 hour), Nodes=Full (207)2023.06 | 6.52 | 15.8 | 10.11 |