Traffic speed forecasting on PEMS-BAY (test)
1.21MAE
GRUGCN
Updated 4d ago
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
2024.05 | 1.21 | 2.52 | - | - | - | - | 2.49 | - | - | - | - | |
2024.05 | 1.21 | 2.61 | - | - | - | - | 2.51 | - | - | - | - | |
2021.03 | 1.23 | 2.48 | - | - | - | - | 2.63 | - | - | - | - | |
2024.05 | 1.25 | 2.66 | - | - | - | - | 2.61 | - | - | - | - | |
2020.05 | 1.29 | 2.72 | 0.029 | - | - | - | - | - | - | - | - | |
2020.05 | 1.3 | 2.74 | 0.0273 | - | - | - | - | - | - | - | - | |
2021.03 | 1.3 | 2.74 | - | - | - | - | 2.7 | - | - | - | - | |
2024.05 | 1.3 | 2.74 | - | - | - | - | 2.73 | - | - | - | - | |
2020.05 | 1.32 | 2.79 | 0.0277 | - | - | - | - | - | - | - | - | |
2024.05 | 1.33 | 2.81 | - | - | - | - | 2.83 | - | - | - | - | |
2024.05 | 1.33 | 2.84 | - | - | - | - | 2.71 | - | - | - | - | |
2020.05 | 1.34 | 2.82 | 0.0281 | - | - | - | - | - | - | - | - | |
2020.05 | 1.34 | 2.83 | 0.0283 | - | - | - | - | - | - | - | - | |
2024.05 | 1.34 | 2.82 | - | - | - | - | 2.81 | - | - | - | - | |
2020.05 | 1.36 | 2.96 | 0.029 | - | - | - | - | - | - | - | - | |
2020.05 | 1.36 | 2.9 | 0.0282 | - | - | - | - | - | - | - | - | |
2021.03 | 1.36 | 2.96 | - | - | - | - | 2.9 | - | - | - | - | |
2024.05 | 1.36 | 2.96 | - | - | - | - | 2.9 | - | - | - | - | |
2017.07 | 1.38 | 2.95 | 0.029 | - | - | - | - | - | - | - | - | |
2020.05 | 1.38 | 2.95 | 0.029 | - | - | - | - | - | - | - | - | |
2021.03 | 1.38 | 2.95 | - | - | - | - | 2.9 | - | - | - | - | |
2021.03 | 1.39 | 2.91 | - | - | - | - | 3.01 | - | - | - | - | |
2021.03 | 1.45 | 3.01 | - | - | - | - | 3.03 | - | - | - | - | |
2024.05 | 1.48 | 3.28 | - | - | - | - | 3.23 | - | - | - | - | |
2024.05 | 1.54 | 3.46 | - | - | - | - | 3.32 | - | - | - | - | |
2019.12 | 1.546 | - | - | 1.286 | 1.606 | 1.896 | - | - | - | - | - | |
2019.12 | 1.552 | - | - | 1.299 | 1.613 | 1.896 | - | - | - | - | - | |
2019.12 | 1.56 | - | - | 1.303 | 1.622 | 1.909 | - | - | - | - | - | |
2019.12 | 1.58 | - | - | 1.3 | 1.63 | 1.95 | - | - | - | - | - | |
2019.12 | 1.591 | - | - | 1.316 | 1.647 | 1.968 | - | - | - | - | - | |
2020.05 | 1.61 | 3.67 | 0.038 | - | - | - | - | - | - | - | - | |
2017.07 | 1.62 | 3.3 | 0.035 | - | - | - | - | - | - | - | - | |
2020.05 | 1.62 | 3.72 | 0.0363 | - | - | - | - | - | - | - | - | |
2024.05 | 1.62 | 3.3 | - | - | - | - | 3.5 | - | - | - | - | |
2024.05 | 1.62 | 3.72 | - | - | - | - | 3.63 | - | - | - | - | |
2020.05 | 1.63 | 3.7 | 0.0367 | - | - | - | - | - | - | - | - | |
2024.05 | 1.63 | 3.7 | - | - | - | - | 3.67 | - | - | - | - | |
2020.05 | 1.65 | 3.74 | 0.0369 | - | - | - | - | - | - | - | - | |
2024.05 | 1.65 | 3.68 | - | - | - | - | 3.82 | - | - | - | - | |
2020.05 | 1.67 | 3.79 | 0.0378 | - | - | - | - | - | - | - | - | |
2019.12 | 1.68 | - | - | 1.38 | 1.74 | 2.07 | - | - | - | - | - | |
2024.05 | 1.68 | 3.94 | - | - | - | - | 3.79 | - | - | - | - | |
2024.05 | 1.7 | 3.83 | - | - | - | - | 3.61 | - | - | - | - | |
2017.07 | 1.74 | 3.16 | 0.036 | - | - | - | - | - | - | - | - | |
2017.07 | 1.74 | 3.97 | 0.039 | - | - | - | - | - | - | - | - | |
2020.05 | 1.74 | 3.97 | 0.039 | - | - | - | - | - | - | - | - | |
2024.05 | 1.74 | 3.22 | - | - | - | - | 3.45 | - | - | - | - | |
2021.03 | 1.75 | 4.03 | - | - | - | - | 4.1 | - | - | - | - | |
2020.05 | 1.76 | 4.02 | 0.04 | - | - | - | - | - | - | - | - | |
2024.05 | 1.78 | 3.99 | - | - | - | - | 4.08 | - | - | - | - | |
2020.05 | 1.81 | 4.27 | 0.0417 | - | - | - | - | - | - | - | - | |
2024.05 | 1.81 | 4.27 | - | - | - | - | 4.17 | - | - | - | - | |
2017.07 | 1.85 | 3.59 | 0.038 | - | - | - | - | - | - | - | - | |
2020.05 | 1.86 | 4.32 | 0.0431 | - | - | - | - | - | - | - | - | |
2021.03 | 1.86 | 3.91 | - | - | - | - | 3.1 | - | - | - | - | |
2024.05 | 1.86 | 4.32 | - | - | - | - | 4.31 | - | - | - | - | |
2021.03 | 1.88 | 3.04 | - | - | - | - | 2.8 | - | - | - | - | |
2024.05 | 1.88 | 3.96 | - | - | - | - | 4.28 | - | - | - | - | |
2020.05 | 1.91 | 4.46 | 0.046 | - | - | - | - | - | - | - | - | |
2020.05 | 1.94 | 4.49 | 0.0453 | - | - | - | - | - | - | - | - | |
2020.05 | 1.95 | 4.52 | 0.0463 | - | - | - | - | - | - | - | - | |
2020.05 | 1.95 | 4.49 | 0.0462 | - | - | - | - | - | - | - | - | |
2024.05 | 1.95 | 4.52 | - | - | - | - | 4.63 | - | - | - | - | |
2024.05 | 2.01 | 4.65 | - | - | - | - | 4.72 | - | - | - | - | |
2021.03 | 2.03 | 4.09 | - | - | - | - | 4.4 | - | - | - | - | |
2017.07 | 2.05 | 4.19 | 0.048 | - | - | - | - | - | - | - | - | |
2021.03 | 2.05 | 4.19 | - | - | - | - | 4.8 | - | - | - | - | |
2024.05 | 2.05 | 4.19 | - | - | - | - | 4.8 | - | - | - | - | |
2017.07 | 2.07 | 4.74 | 0.049 | - | - | - | - | - | - | - | - | |
2020.05 | 2.07 | 4.74 | 0.049 | - | - | - | - | - | - | - | - | |
2024.05 | 2.16 | 4.41 | - | - | - | - | 5.15 | - | - | - | - | |
2017.07 | 2.2 | 4.42 | 0.0519 | - | - | - | - | - | - | - | - | |
2017.07 | 2.2 | 4.55 | 0.052 | - | - | - | - | - | - | - | - | |
2020.05 | 2.2 | 5.06 | 0.0545 | - | - | - | - | - | - | - | - | |
2024.05 | 2.2 | 4.55 | - | - | - | - | 5.2 | - | - | - | - | |
2024.05 | 2.24 | 5.19 | - | - | - | - | 5.08 | - | - | - | - | |
2024.05 | 2.27 | 4.99 | - | - | - | - | 5.11 | - | - | - | - | |
2017.07 | 2.3 | 4.63 | 0.0543 | - | - | - | - | - | - | - | - | |
2017.07 | 2.32 | 4.25 | 0.05 | - | - | - | - | - | - | - | - | |
2017.07 | 2.33 | 4.76 | 0.054 | - | - | - | - | - | - | - | - | |
2024.05 | 2.33 | 4.76 | - | - | - | - | 5.4 | - | - | - | - | |
2024.05 | 2.34 | 5.14 | - | - | - | - | 5.21 | - | - | - | - | |
2017.07 | 2.37 | 4.96 | 0.057 | - | - | - | - | - | - | - | - | |
2024.05 | 2.37 | 4.74 | - | - | - | - | 5.7 | - | - | - | - | |
2024.05 | 2.45 | 4.7 | - | - | - | - | 5.42 | - | - | - | - | |
2017.07 | 2.46 | 4.98 | 0.0589 | - | - | - | - | - | - | - | - | |
2017.07 | 2.48 | 5.18 | 0.055 | - | - | - | - | - | - | - | - | |
2024.05 | 2.48 | 5.04 | - | - | - | - | 6.18 | - | - | - | - | |
2020.05 | 2.49 | 5.69 | 0.0579 | - | - | - | - | - | - | - | - | |
2024.05 | 2.49 | 5.69 | - | - | - | - | 5.79 | - | - | - | - | |
2017.07 | 2.88 | 5.59 | 0.068 | - | - | - | - | - | - | - | - | |
2017.07 | 2.88 | 5.59 | 0.068 | - | - | - | - | - | - | - | - | |
2017.07 | 2.88 | 5.59 | 0.068 | - | - | - | - | - | - | - | - | |
2017.07 | 2.93 | 5.44 | 0.065 | - | - | - | - | - | - | - | - | |
2024.05 | 3.01 | 5.83 | - | - | - | - | 7.1 | - | - | - | - | |
2017.07 | 3.28 | 7.08 | 0.08 | - | - | - | - | - | - | - | - | |
2017.07 | 3.38 | 6.5 | 0.083 | - | - | - | - | - | - | - | - | |
2024.05 | 3.38 | 6.5 | - | - | - | - | 8.3 | - | - | - | - | |
2022.10 | - | - | - | - | - | - | - | 1.975 | - | 4.022 | - | |
2022.10 | - | - | - | - | - | - | - | 4.9876 | 3.7431 | 8.9343 | 7.8006 |
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