Multivariate Time Series Forecasting on Weather (Efficiency Metrics)
4.94MACS (T)CI-TSMixer
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CI-TSMixerChannel Independence=true2023.06 | 4.94 | 0.348 | 184.8 | 0.165 | |
| CI-TSMixer (G,H)Gated Attention=true, Hierarchy Reconciliation=true2023.06 | 6.19 | 0.4 | 247.8 | 0.21 | |
| CI-TSMixer (G,H,CC)Gated Attention=true, Hierarchy Reconciliation=true, Cross-channel Reconciliation=true2023.06 | 6.21 | 0.405 | 250.2 | 0.211 | |
| PatchTST2023.06 | 19.709 | 1.174 | 312 | 0.451 |