Multivariate Time Series Forecasting on Electricity (Horizon Metrics)
16.08MAE@3STID
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| STID2022.08 | 16.08 | 17.87 | 19.25 | 17.39 | 34.49 | 41.65 | 45.77 | 40.8 | 31.95 | 37.8 | 40.26 | 35.53 | |
| MTGNN2022.08 | 16.78 | 18.43 | 20.49 | 18.18 | 36.91 | 42.62 | 48.33 | 42.04 | 48.16 | 51.31 | 56.25 | 50.77 | |
| LSTM2022.08 | 18.57 | 20.68 | 23.79 | 20.42 | 48.86 | 48.96 | 56.44 | 49.03 | 32.88 | 37.21 | 39.42 | 35.58 | |
| STNorm2022.08 | 18.74 | 21.14 | 24.05 | 20.69 | 40.86 | 48.24 | 55.27 | 47.55 | 32.66 | 37.07 | 42.63 | 35.98 | |
| StemGNN2022.08 | 21.45 | 23.56 | 24.98 | 22.89 | 41.09 | 46.95 | 51.97 | 46.21 | 57.12 | 65.34 | 62.81 | 57.26 | |
| AGCRN2022.08 | 22.88 | 24.47 | 27.24 | 23.88 | 49.98 | 54.17 | 59.76 | 53.02 | 41.33 | 48.93 | 52.57 | 45.83 | |
| VAR2022.08 | 27.69 | 28.19 | 29.34 | 28.29 | 56.06 | 57.55 | 60.45 | 57.78 | 75.53 | 79.94 | 86.62 | 80.23 | |
| HI2022.08 | 92.44 | 92.58 | 92.79 | 92.58 | 167 | 167.05 | 167.21 | 167.07 | 70.16 | 70.46 | 70.91 | 70.43 |