Short-term Time Series Forecasting on Website
0.155MSEReNF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ReNFLook-back Window Length=36, Prediction Length=242025.09 | 0.155 | 0.286 | |
| iTrans.Look-back Window Length=36, Prediction Length=242025.09 | 0.181 | 0.305 | |
| OLinearLook-back Window Length=36, Prediction Length=242025.09 | 0.186 | 0.306 | |
| FredformerLook-back Window Length=36, Prediction Length=242025.09 | 0.216 | 0.335 | |
| ReNFLook-back Window Length=36, Prediction Length=362025.09 | 0.224 | 0.343 | |
| iTrans.Look-back Window Length=36, Prediction Length=362025.09 | 0.226 | 0.343 | |
| TimeMix.Look-back Window Length=36, Prediction Length=242025.09 | 0.229 | 0.335 | |
| TimeMix.++Look-back Window Length=36, Prediction Length=242025.09 | 0.231 | 0.349 | |
| LeddamLook-back Window Length=36, Prediction Length=242025.09 | 0.24 | 0.345 | |
| PatchTSTLook-back Window Length=36, Prediction Length=242025.09 | 0.245 | 0.35 | |
| iTrans.Look-back Window Length=36, Prediction Length=482025.09 | 0.263 | 0.37 | |
| ReNFLook-back Window Length=36, Prediction Length=602025.09 | 0.267 | 0.374 | |
| OLinearLook-back Window Length=36, Prediction Length=362025.09 | 0.272 | 0.356 | |
| FilterNetLook-back Window Length=36, Prediction Length=242025.09 | 0.273 | 0.357 | |
| ReNFLook-back Window Length=36, Prediction Length=482025.09 | 0.283 | 0.386 | |
| DLinearLook-back Window Length=36, Prediction Length=242025.09 | 0.315 | 0.393 | |
| iTrans.Look-back Window Length=36, Prediction Length=602025.09 | 0.323 | 0.41 | |
| CARDLook-back Window Length=36, Prediction Length=242025.09 | 0.325 | 0.37 | |
| LeddamLook-back Window Length=36, Prediction Length=362025.09 | 0.327 | 0.405 | |
| TimeMix.++Look-back Window Length=36, Prediction Length=362025.09 | 0.328 | 0.397 | |
| FredformerLook-back Window Length=36, Prediction Length=362025.09 | 0.331 | 0.411 | |
| TimeMix.Look-back Window Length=36, Prediction Length=362025.09 | 0.361 | 0.42 | |
| OLinearLook-back Window Length=36, Prediction Length=482025.09 | 0.365 | 0.391 | |
| PatchTSTLook-back Window Length=36, Prediction Length=362025.09 | 0.37 | 0.429 | |
| DLinearLook-back Window Length=36, Prediction Length=362025.09 | 0.385 | 0.447 | |
| FilterNetLook-back Window Length=36, Prediction Length=362025.09 | 0.401 | 0.441 | |
| CARDLook-back Window Length=36, Prediction Length=362025.09 | 0.428 | 0.442 | |
| FITSLook-back Window Length=36, Prediction Length=242025.09 | 0.431 | 0.469 | |
| DLinearLook-back Window Length=36, Prediction Length=482025.09 | 0.436 | 0.486 | |
| LeddamLook-back Window Length=36, Prediction Length=482025.09 | 0.446 | 0.475 | |
| TimeMix.++Look-back Window Length=36, Prediction Length=482025.09 | 0.45 | 0.473 | |
| CARDLook-back Window Length=36, Prediction Length=482025.09 | 0.457 | 0.478 | |
| DLinearLook-back Window Length=36, Prediction Length=602025.09 | 0.468 | 0.51 | |
| FredformerLook-back Window Length=36, Prediction Length=482025.09 | 0.483 | 0.496 | |
| OLinearLook-back Window Length=36, Prediction Length=602025.09 | 0.486 | 0.481 | |
| TimeMix.Look-back Window Length=36, Prediction Length=482025.09 | 0.501 | 0.507 | |
| PatchTSTLook-back Window Length=36, Prediction Length=482025.09 | 0.504 | 0.513 | |
| TimeMix.++Look-back Window Length=36, Prediction Length=602025.09 | 0.525 | 0.517 | |
| FilterNetLook-back Window Length=36, Prediction Length=482025.09 | 0.53 | 0.522 | |
| FITSLook-back Window Length=36, Prediction Length=362025.09 | 0.554 | 0.552 | |
| FredformerLook-back Window Length=36, Prediction Length=602025.09 | 0.556 | 0.547 | |
| LeddamLook-back Window Length=36, Prediction Length=602025.09 | 0.561 | 0.549 | |
| TimeMix.Look-back Window Length=36, Prediction Length=602025.09 | 0.571 | 0.562 | |
| PatchTSTLook-back Window Length=36, Prediction Length=602025.09 | 0.587 | 0.565 | |
| CARDLook-back Window Length=36, Prediction Length=602025.09 | 0.596 | 0.566 | |
| FilterNetLook-back Window Length=36, Prediction Length=602025.09 | 0.63 | 0.592 | |
| FITSLook-back Window Length=36, Prediction Length=482025.09 | 0.694 | 0.647 | |
| FITSLook-back Window Length=36, Prediction Length=602025.09 | 0.736 | 0.673 |