Demand Forecasting on E-commerce Demand Country 04, Event-Driven Periods
0.347MAEEventCast
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EventCastHorizon=42026.02 | 0.347 | 0.191 | |
| EventCastHorizon=32026.02 | 0.436 | 0.293 | |
| EventCastHorizon=22026.02 | 0.447 | 0.321 | |
| OneFitsAllHorizon=22026.02 | 0.449 | 0.323 | |
| iTransformerHorizon=22026.02 | 0.469 | 0.391 | |
| EventCastHorizon=12026.02 | 0.555 | 0.472 | |
| iTransformerHorizon=32026.02 | 0.568 | 0.595 | |
| OneFitsAllHorizon=32026.02 | 0.583 | 0.526 | |
| iTransformerHorizon=12026.02 | 0.587 | 0.486 | |
| ChronosXHorizon=12026.02 | 0.651 | 0.685 | |
| ChronosXHorizon=22026.02 | 0.716 | 0.903 | |
| ChronosXHorizon=42026.02 | 0.731 | 0.839 | |
| ChronosXHorizon=32026.02 | 0.74 | 0.838 | |
| OneFitsAllHorizon=12026.02 | 0.798 | 0.801 | |
| iTransformerHorizon=42026.02 | 0.821 | 1.203 | |
| OneFitsAllHorizon=42026.02 | 1.467 | 2.969 | |
| Time-LLMHorizon=12026.02 | 1.906 | 4.054 | |
| NeuralProphetHorizon=32026.02 | 2.067 | 4.635 | |
| NeuralProphetHorizon=22026.02 | 2.069 | 4.637 | |
| NeuralProphetHorizon=42026.02 | 2.08 | 4.682 | |
| NeuralProphetHorizon=12026.02 | 2.082 | 4.679 | |
| Time-LLMHorizon=22026.02 | 2.554 | 7.07 | |
| Time-LLMHorizon=32026.02 | 2.945 | 9.103 | |
| Time-LLMHorizon=42026.02 | 3.285 | 11.264 | |
| PatchTSTHorizon=12026.02 | 3.384 | 11.944 | |
| PatchTSTHorizon=22026.02 | 3.435 | 12.324 | |
| PatchTSTHorizon=42026.02 | 3.44 | 12.339 | |
| PatchTSTHorizon=32026.02 | 3.45 | 12.408 |