Time-series forecasting on S&P 100
0.38MSEHINTS TimeMixer
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HINTS TimeMixerhorizon=962025.12 | 0.38 | 0.373 | |
| TimeMixerhorizon=962025.12 | 0.391 | 0.387 | |
| HINTS PatchTSThorizon=962025.12 | 0.42 | 0.392 | |
| PatchTSThorizon=962025.12 | 0.424 | 0.401 | |
| HINTS TimeMixerhorizon=1922025.12 | 0.462 | 0.432 | |
| TimeMixerhorizon=1922025.12 | 0.483 | 0.477 | |
| HINTS PatchTSThorizon=1922025.12 | 0.499 | 0.447 | |
| PatchTSThorizon=1922025.12 | 0.51 | 0.457 | |
| HINTS TimeMixerhorizon=3362025.12 | 0.551 | 0.484 | |
| HINTS DLinearhorizon=962025.12 | 0.566 | 0.481 | |
| HINTS PatchTSThorizon=3362025.12 | 0.567 | 0.489 | |
| TimeMixerhorizon=3362025.12 | 0.571 | 0.503 | |
| PatchTSThorizon=3362025.12 | 0.593 | 0.494 | |
| HINTS PatchTSThorizon=7202025.12 | 0.632 | 0.523 | |
| PatchTSThorizon=7202025.12 | 0.648 | 0.525 | |
| HINTS TimeMixerhorizon=7202025.12 | 0.658 | 0.538 | |
| TimeMixerhorizon=7202025.12 | 0.689 | 0.558 | |
| HINTS DLinearhorizon=1922025.12 | 0.757 | 0.569 | |
| DLinearhorizon=962025.12 | 0.781 | 0.594 | |
| DLinearhorizon=1922025.12 | 1.004 | 0.682 | |
| HINTS DLinearhorizon=3362025.12 | 1.072 | 0.686 | |
| HINTS DLinearhorizon=7202025.12 | 1.162 | 0.721 | |
| DLinearhorizon=3362025.12 | 1.246 | 0.76 | |
| DLinearhorizon=7202025.12 | 1.334 | 0.771 |