Time-series Forecasting on WF1 (MSE, MAE, NSE)
0.366MSEECTO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ECTOevaluation=Multi-seed verification (mean±std over seeds 2024, 2025, 2026)2026.05 | 0.366 | 0.38 | 0.7 | |
| Informerevaluation=Multi-seed verification (mean±std over seeds 2024, 2025, 2026)2026.05 | 0.377 | 0.402 | 0.689 | |
| XLinearevaluation=Multi-seed verification (mean±std over seeds 2024, 2025, 2026)2026.05 | 0.38 | 0.378 | 0.689 | |
| CrossLinearevaluation=Multi-seed verification (mean±std over seeds 2024, 2025, 2026)2026.05 | 0.385 | 0.391 | 0.683 | |
| TimeXerevaluation=Multi-seed verification (mean±std over seeds 2024, 2025, 2026)2026.05 | 0.386 | 0.388 | 0.682 | |
| PatchTSTevaluation=Multi-seed verification (mean±std over seeds 2024, 2025, 2026)2026.05 | 0.387 | 0.395 | 0.681 | |
| iTransformerevaluation=Multi-seed verification (mean±std over seeds 2024, 2025, 2026)2026.05 | 0.397 | 0.388 | 0.672 | |
| TimeMixerevaluation=Multi-seed verification (mean±std over seeds 2024, 2025, 2026)2026.05 | 0.397 | 0.392 | 0.673 | |
| DLinearevaluation=Multi-seed verification (mean±std over seeds 2024, 2025, 2026)2026.05 | 0.402 | 0.427 | 0.668 | |
| TimesNetevaluation=Multi-seed verification (mean±std over seeds 2024, 2025, 2026)2026.05 | 0.41 | 0.405 | 0.662 |