Spatial-temporal Forecasting on Electricity (test)
7.69MAPE (%)SCNN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SCNNHorizon=12023.05 | 7.69 | 11.1 | 23.9 | |
| GTSHorizon=12023.05 | 10 | 14.1 | 31.6 | |
| MTGNNHorizon=12023.05 | 10.2 | 14.4 | 29.8 | |
| ST-NormHorizon=12023.05 | 10.2 | 15.2 | 32.3 | |
| SCINetHorizon=12023.05 | 10.3 | 14.7 | 33.2 | |
| SCNNHorizon=22023.05 | 10.5 | 15 | 32.9 | |
| StemGNNHorizon=12023.05 | 10.8 | 15.5 | 34.3 | |
| STG-NCDEHorizon=12023.05 | 10.9 | 16.2 | 36.3 | |
| GWHorizon=12023.05 | 11.3 | 16.3 | 32.5 | |
| AGCRNHorizon=12023.05 | 11.4 | 17.3 | 38.9 | |
| SCNNHorizon=32023.05 | 12.2 | 17.3 | 38.4 | |
| ST-NormHorizon=22023.05 | 13.2 | 19.8 | 42.9 | |
| StemGNNHorizon=22023.05 | 13.7 | 19.6 | 43.9 | |
| SCINetHorizon=22023.05 | 13.7 | 20.2 | 44 | |
| MTGNNHorizon=22023.05 | 13.9 | 19.4 | 40.3 | |
| STG-NCDEHorizon=22023.05 | 14.2 | 21.1 | 47.7 | |
| GTSHorizon=22023.05 | 14.2 | 19 | 42.5 | |
| ST-NormHorizon=32023.05 | 15.3 | 22.8 | 50.2 | |
| AGCRNHorizon=22023.05 | 15.6 | 23 | 51.2 | |
| GWHorizon=22023.05 | 15.6 | 22 | 43.6 | |
| StemGNNHorizon=32023.05 | 15.7 | 22.3 | 49.7 | |
| MTGNNHorizon=32023.05 | 16 | 22.2 | 46.5 | |
| STG-NCDEHorizon=32023.05 | 16 | 23.7 | 52.9 | |
| SCINetHorizon=32023.05 | 16.2 | 23.6 | 51.7 | |
| GTSHorizon=32023.05 | 17.1 | 22.1 | 48.2 | |
| GWHorizon=32023.05 | 17.3 | 24.3 | 48.7 | |
| AGCRNHorizon=32023.05 | 18 | 26.4 | 57.9 | |
| LSTNetHorizon=12023.05 | 22.4 | 31.1 | 61.2 | |
| LSTNetHorizon=22023.05 | 23 | 31.8 | 62.6 | |
| LSTNetHorizon=32023.05 | 24.8 | 33.8 | 66.8 |