Time Series Forecasting on Traffic Standard (test)
0.367MSEPatchTST
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PatchTSTLookback Length=336, Prediction Horizon=962024.01 | 0.367 | 0.251 | |
| LightMTSLookback Length=336, Prediction Horizon=962024.01 | 0.386 | 0.268 | |
| MICNLength=216-722025.01 | 0.4 | 0.278 | |
| MICNLength=144-482025.01 | 0.412 | 0.282 | |
| CaDReLength=144-482025.01 | 0.45 | 0.275 | |
| MICNLength=72-242025.01 | 0.452 | 0.303 | |
| CaDReLength=72-242025.01 | 0.454 | 0.276 | |
| CaDReLength=216-722025.01 | 0.473 | 0.287 | |
| CaDReLength=18-62025.01 | 0.475 | 0.287 | |
| MICNLength=18-62025.01 | 0.487 | 0.307 | |
| AutoformerLength=144-482025.01 | 0.497 | 0.319 | |
| AutoformerLength=72-242025.01 | 0.508 | 0.318 | |
| AutoformerLength=216-722025.01 | 0.524 | 0.33 | |
| TimesNetLength=144-482025.01 | 0.553 | 0.296 | |
| AutoformerLength=18-62025.01 | 0.554 | 0.322 | |
| TimesNetLength=216-722025.01 | 0.564 | 0.303 | |
| N-TransformerLength=144-482025.01 | 0.574 | 0.314 | |
| N-TransformerLength=216-722025.01 | 0.593 | 0.325 | |
| TimesNetLength=72-242025.01 | 0.608 | 0.307 | |
| FEDformerPrediction Horizon=7202024.01 | 0.621 | 0.375 | |
| N-TransformerLength=72-242025.01 | 0.625 | 0.319 | |
| TimesNetLength=18-62025.01 | 0.781 | 0.337 | |
| N-TransformerLength=18-62025.01 | 0.797 | 0.347 |