Multivariate Time Series Forecasting on Rideshare
0.364MSEMinusformer-96
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Minusformer-96Input length=48, Prediction Horizon=Average (Y1-Y4)2024.02 | 0.364 | 0.357 | 0.233 | 0.509 | 1.297 | 0.234 | 0.479 | |
| iTransformer-96Input length=48, Prediction Horizon=Average (Y1-Y4)2024.02 | 0.496 | 0.414 | 0.264 | 0.575 | 1.258 | 0.255 | 0.573 | |
| Autoformer-96Input length=48, Prediction Horizon=Average (Y1-Y4)2024.02 | 0.609 | 0.575 | 0.544 | 0.87 | 1.082 | 0.334 | 0.816 | |
| Informer-96Input length=48, Prediction Horizon=Average (Y1-Y4)2024.02 | 0.612 | 0.506 | 0.365 | 0.699 | 1.072 | 0.304 | 0.708 | |
| DLinear-96Input length=48, Prediction Horizon=Average (Y1-Y4)2024.02 | 1.028 | 0.815 | 0.84 | 1.283 | 1.049 | 0.434 | 1.197 |