Long-term Time Series Forecasting on Solar-Energy (test)
0.228MSETSMixer + xCPD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TSMixer + xCPDBackbone=TSMixer, Plugin=xCPD, Look-back horizon=512, Forecasting horizons={96, 192, 336, 720}2026.03 | 0.228 | 0.257 | |
| TSMixer + LIFTBackbone=TSMixer, Plugin=LIFT, Look-back horizon=512, Forecasting horizons={96, 192, 336, 720}2026.03 | 0.229 | 0.257 | |
| TSMixerBackbone=TSMixer, Look-back horizon=512, Forecasting horizons={96, 192, 336, 720}2026.03 | 0.231 | 0.259 | |
| TSMixer + CCMBackbone=TSMixer, Plugin=CCM, Look-back horizon=512, Forecasting horizons={96, 192, 336, 720}2026.03 | 0.234 | 0.263 | |
| DLinear + xCPDBackbone=DLinear, Plugin=xCPD, Look-back horizon=96, Forecasting horizons={96, 192, 336, 720}2026.03 | 0.322 | 0.393 | |
| DLinear + LIFTBackbone=DLinear, Plugin=LIFT, Look-back horizon=96, Forecasting horizons={96, 192, 336, 720}2026.03 | 0.327 | 0.398 | |
| DLinear + CCMBackbone=DLinear, Plugin=CCM, Look-back horizon=96, Forecasting horizons={96, 192, 336, 720}2026.03 | 0.327 | 0.399 | |
| DLinearBackbone=DLinear, Look-back horizon=96, Forecasting horizons={96, 192, 336, 720}2026.03 | 0.33 | 0.401 |