Demand Forecasting on E-commerce Center Overall 03
1.446MAEChronosX
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ChronosXHorizon=12026.02 | 1.446 | 2.817 | |
| EventCastHorizon=12026.02 | 1.616 | 4.571 | |
| EventCastHorizon=32026.02 | 1.647 | 4.78 | |
| EventCastHorizon=22026.02 | 1.652 | 4.346 | |
| OneFitsAllHorizon=12026.02 | 1.672 | 4.422 | |
| EventCastHorizon=42026.02 | 1.694 | 4.826 | |
| ChronosXHorizon=42026.02 | 1.734 | 4.987 | |
| ChronosXHorizon=22026.02 | 1.742 | 4.839 | |
| ChronosXHorizon=32026.02 | 1.815 | 5.051 | |
| Time-LLMHorizon=12026.02 | 1.94 | 6.591 | |
| NeuralProphetHorizon=12026.02 | 1.973 | 6.507 | |
| OneFitsAllHorizon=22026.02 | 2.115 | 7.521 | |
| NeuralProphetHorizon=32026.02 | 2.15 | 10.858 | |
| NeuralProphetHorizon=22026.02 | 2.151 | 14.864 | |
| NeuralProphetHorizon=42026.02 | 2.155 | 9.47 | |
| Time-LLMHorizon=22026.02 | 2.363 | 10.259 | |
| Time-LLMHorizon=32026.02 | 2.584 | 12.51 | |
| OneFitsAllHorizon=32026.02 | 2.622 | 11.464 | |
| iTransformerHorizon=12026.02 | 2.622 | 11.584 | |
| iTransformerHorizon=32026.02 | 2.996 | 25.723 | |
| Time-LLMHorizon=42026.02 | 3.012 | 17.172 | |
| iTransformerHorizon=42026.02 | 3.274 | 21.452 | |
| OneFitsAllHorizon=42026.02 | 3.369 | 18.547 | |
| iTransformerHorizon=22026.02 | 3.398 | 28.006 | |
| PatchTSTHorizon=12026.02 | 3.4 | 28.432 | |
| PatchTSTHorizon=22026.02 | 3.619 | 31.97 | |
| PatchTSTHorizon=32026.02 | 3.89 | 35.793 | |
| PatchTSTHorizon=42026.02 | 4.04 | 37.536 |