Demand Forecasting on E-commerce Demand Country 02, Event-Driven Periods
0.358MAEEventCast
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EventCastHorizon=12026.02 | 0.358 | 0.194 | |
| EventCastHorizon=22026.02 | 0.483 | 0.337 | |
| EventCastHorizon=32026.02 | 0.631 | 0.533 | |
| ChronosXHorizon=12026.02 | 0.638 | 0.604 | |
| EventCastHorizon=42026.02 | 0.782 | 0.759 | |
| NeuralProphetHorizon=12026.02 | 0.849 | 6.729 | |
| NeuralProphetHorizon=32026.02 | 0.923 | 19.3 | |
| OneFitsAllHorizon=12026.02 | 0.989 | 1.387 | |
| ChronosXHorizon=22026.02 | 1.028 | 1.589 | |
| iTransformerHorizon=12026.02 | 1.112 | 1.731 | |
| OneFitsAllHorizon=22026.02 | 1.464 | 2.789 | |
| ChronosXHorizon=32026.02 | 1.519 | 3.256 | |
| NeuralProphetHorizon=42026.02 | 1.53 | 56.255 | |
| iTransformerHorizon=22026.02 | 1.564 | 3.065 | |
| NeuralProphetHorizon=22026.02 | 1.589 | 44.22 | |
| OneFitsAllHorizon=32026.02 | 1.754 | 4.701 | |
| Time-LLMHorizon=12026.02 | 1.797 | 4.753 | |
| ChronosXHorizon=42026.02 | 2.062 | 5.471 | |
| OneFitsAllHorizon=42026.02 | 2.442 | 7.693 | |
| iTransformerHorizon=32026.02 | 2.548 | 9.741 | |
| Time-LLMHorizon=22026.02 | 2.551 | 10.281 | |
| iTransformerHorizon=42026.02 | 3.18 | 15.212 | |
| Time-LLMHorizon=32026.02 | 3.472 | 18.073 | |
| Time-LLMHorizon=42026.02 | 4.378 | 26.717 | |
| PatchTSTHorizon=12026.02 | 6.806 | 47.951 | |
| PatchTSTHorizon=22026.02 | 7.253 | 54.09 | |
| PatchTSTHorizon=32026.02 | 7.609 | 59.411 | |
| PatchTSTHorizon=42026.02 | 7.898 | 64.012 |