Multivariate Time Series Forecasting on ETTh2 standard (test)
0.316MSETimeMixer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TimeMixerLook-back window size=Tuned from {96, 192, 336, 512}, Prediction horizons=Averaged over {96, 192, 336, 720}2026.05 | 0.316 | 0.384 | |
| PatchTSTLook-back window size=Tuned from {96, 192, 336, 512}, Prediction horizons=Averaged over {96, 192, 336, 720}2026.05 | 0.331 | 0.381 | |
| NPMixerLook-back window size=Tuned from {96, 192, 336, 512}, Prediction horizons=Averaged over {96, 192, 336, 720}2026.05 | 0.335 | 0.388 | |
| TSMixerLook-back window size=Tuned from {96, 192, 336, 512}, Prediction horizons=Averaged over {96, 192, 336, 720}2026.05 | 0.355 | 0.401 | |
| TimeMixerPrediction Horizon=Avg, Look-back length=962026.02 | 0.365 | 0.395 | |
| GTRPrediction Horizon=Avg, Look-back length=962026.02 | 0.372 | 0.4 | |
| RAFTPrediction Horizon=Avg, Look-back length=962026.02 | 0.382 | 0.41 | |
| TimesNetLook-back window size=Tuned from {96, 192, 336, 512}, Prediction horizons=Averaged over {96, 192, 336, 720}2026.05 | 0.414 | 0.427 | |
| DLinearPrediction Horizon=Avg, Look-back length=962026.02 | 0.559 | 0.515 | |
| CrossformerLook-back window size=Tuned from {96, 192, 336, 512}, Prediction horizons=Averaged over {96, 192, 336, 720}2026.05 | 0.564 | 0.548 |