Traffic Forecasting on PEMS04
11.9MAPE (Avg)
HTVGNN
Updated 24d ago
Evaluation Results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2024.01 | 11.9 | - | - | - | 17.25 | 11.44 | 28.48 | 18.01 | 11.89 | 29.81 | 19.2 | 12.72 | 31.62 | 17.99 | 29.74 | |
2025.01 | 12.21 | - | - | - | 17.7 | 11.75 | 28.73 | 18.55 | 12.27 | 30.04 | 19.64 | 12.98 | 31.67 | 18.49 | 29.92 | |
2024.01 | 12.62 | - | - | - | 17.64 | 11.89 | 28.98 | 18.68 | 12.62 | 30.62 | 20.03 | 13.68 | 32.64 | 18.64 | 30.55 | |
2025.01 | 12.62 | - | - | - | 17.64 | 11.89 | 28.98 | 18.68 | 12.62 | 30.62 | 20.03 | 13.68 | 32.64 | 18.64 | 30.55 | |
2026.03 | 12.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.01 | 12.99 | - | - | - | 18.88 | 12.49 | 30.92 | 19.65 | 12.94 | 32.29 | 21.34 | 13.87 | 34.98 | 19.76 | 32.48 | |
2024.01 | 13.02 | - | - | - | 18.16 | 12.39 | 29.29 | 19.01 | 12.92 | 30.61 | 21.68 | 15.36 | 33.85 | 19.66 | 30.64 | |
2025.01 | 13.02 | - | - | - | 18.16 | 12.39 | 29.29 | 19.01 | 12.92 | 30.61 | 21.68 | 15.36 | 33.85 | 19.66 | 30.64 | |
2024.01 | 13.53 | - | - | - | 19.55 | 12.99 | 31.16 | 20.32 | 13.39 | 32.39 | 23.63 | 15.31 | 37.21 | 20.59 | 32.85 | |
2025.01 | 13.53 | - | - | - | 19.55 | 12.99 | 31.16 | 20.32 | 13.39 | 32.39 | 23.63 | 15.31 | 37.21 | 20.59 | 32.85 | |
2024.01 | 13.71 | - | - | - | 18.54 | 12.99 | 29.74 | 19.09 | 13.47 | 30.7 | 20.92 | 15.12 | 33.24 | 19.34 | 30.98 | |
2025.01 | 13.78 | - | - | - | 19.08 | 13.21 | 30.66 | 20.12 | 13.8 | 32.31 | 21.84 | 14.95 | 34.81 | 20.11 | 32.19 | |
2024.01 | 13.83 | - | - | - | 18.4 | 12.86 | 29.38 | 19.64 | 13.77 | 31.15 | 21.82 | 15.4 | 34.07 | 19.74 | 31.12 | |
2026.03 | 13.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 14 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.01 | 14.54 | - | - | - | 19.95 | 13.54 | 32.01 | 21.48 | 14.42 | 34.28 | 24.54 | 16.37 | 38.59 | 21.65 | 34.49 | |
2025.01 | 14.65 | - | - | - | 19.44 | 13.4 | 30.35 | 20.97 | 14.45 | 32.53 | 24.25 | 17.2 | 36.86 | 21.19 | 32.85 | |
2024.01 | 15.13 | - | - | - | 21.02 | 14.94 | 31.33 | 22.37 | 16.24 | 33.05 | 23.72 | 17.41 | 34.73 | 21.1 | 31.46 | |
2024.01 | 16.64 | - | - | - | 20.61 | 13.91 | 32.22 | 23.87 | 16.18 | 36.8 | 30.83 | 21.27 | 46.27 | 24.44 | 37.48 | |
2024.01 | 18.22 | - | - | - | 20.9 | 14.44 | 33.04 | 24.53 | 17.45 | 38.22 | 32.58 | 23.38 | 49.15 | 25.25 | 39.1 | |
2025.01 | 18.22 | - | - | - | 20.9 | 14.44 | 33.04 | 24.53 | 17.45 | 38.22 | 32.58 | 23.38 | 49.15 | 25.25 | 39.1 | |
2024.01 | 19.28 | - | - | - | 21.89 | 14.79 | 33.01 | 25.98 | 18.07 | 38.65 | 35.12 | 27.28 | 50.35 | 26.81 | 40.18 | |
2025.01 | 19.28 | - | - | - | 21.89 | 14.79 | 33.01 | 25.98 | 18.07 | 38.65 | 35.12 | 27.28 | 50.35 | 26.81 | 40.18 | |
2024.01 | 22.9 | - | - | - | 23.43 | 20.43 | 35.3 | 25.45 | 22.56 | 37.83 | 30.45 | 27.84 | 44.12 | 25.91 | 38.44 | |
2025.01 | 22.9 | - | - | - | 23.43 | 20.43 | 35.3 | 25.45 | 22.56 | 37.83 | 30.45 | 27.84 | 44.12 | 25.91 | 38.44 | |
2024.01 | 23.01 | - | - | - | 22.75 | 16.95 | 33.11 | 27.93 | 22.1 | 39.68 | 38.26 | 32.74 | 52.57 | 28.78 | 40.72 | |
2025.01 | 23.01 | - | - | - | 22.75 | 16.95 | 33.11 | 27.93 | 22.1 | 39.68 | 38.26 | 32.74 | 52.57 | 28.78 | 40.72 | |
2026.03 | 26.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 27.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2024.01 | 28.17 | - | - | - | 30.7 | 20.71 | 45.02 | 37.47 | 27.1 | 54.37 | 50.84 | 38.58 | 72.67 | 38.56 | 56.85 | |
2026.03 | 49.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 100.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.08 | - | 42.35 | 61.66 | 29.92 | - | - | - | - | - | - | - | - | - | - | - | |
2023.08 | - | 18.53 | 29.92 | 12.89 | - | - | - | - | - | - | - | - | - | - | - | |
2023.08 | - | 19.63 | 31.26 | 13.59 | - | - | - | - | - | - | - | - | - | - | - | |
2023.08 | - | 19.38 | 31.25 | 13.4 | - | - | - | - | - | - | - | - | - | - | - | |
2023.08 | - | 19.57 | 31.38 | 13.44 | - | - | - | - | - | - | - | - | - | - | - | |
2023.08 | - | 20.96 | 32.95 | 14.66 | - | - | - | - | - | - | - | - | - | - | - | |
2023.08 | - | 19.17 | 31.7 | 13.37 | - | - | - | - | - | - | - | - | - | - | - | |
2023.08 | - | 18.96 | 30.98 | 12.69 | - | - | - | - | - | - | - | - | - | - | - | |
2023.08 | - | 19.14 | 31.6 | 13.19 | - | - | - | - | - | - | - | - | - | - | - | |
2023.08 | - | 18.36 | 30.03 | 12 | - | - | - | - | - | - | - | - | - | - | - | |
2023.08 | - | 18.38 | 29.95 | 12.04 | - | - | - | - | - | - | - | - | - | - | - | |
2023.08 | - | 18.22 | 30.18 | 11.98 | - | - | - | - | - | - | - | - | - | - | - | |
2024.01 | - | 19.36 | 31.72 | 13.3 | - | - | - | - | - | - | - | - | - | - | - | |
2024.01 | - | 19.21 | 31.09 | 12.77 | - | - | - | - | - | - | - | - | - | - | - | |
2024.01 | - | 19.14 | 31.6 | 13.19 | - | - | - | - | - | - | - | - | - | - | - | |
2024.01 | - | 18.6 | 31.03 | 12.63 | - | - | - | - | - | - | - | - | - | - | - | |
2024.01 | - | 18.36 | 30.03 | 12 | - | - | - | - | - | - | - | - | - | - | - | |
2024.01 | - | 18.22 | 30.18 | 11.98 | - | - | - | - | - | - | - | - | - | - | - | |
2024.01 | - | 18.81 | 30.65 | 12.86 | - | - | - | - | - | - | - | - | - | - | - | |
2024.01 | - | 18.14 | 30.02 | 11.93 | - | - | - | - | - | - | - | - | - | - | - |