Demand Forecasting on E-commerce Demand Country 03, Event-Driven Periods
0.978MAEEventCast
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EventCastHorizon=32026.02 | 0.978 | 1.732 | |
| EventCastHorizon=42026.02 | 1.074 | 1.94 | |
| EventCastHorizon=22026.02 | 1.128 | 2.228 | |
| EventCastHorizon=12026.02 | 1.409 | 3.164 | |
| OneFitsAllHorizon=22026.02 | 1.747 | 4.355 | |
| ChronosXHorizon=12026.02 | 1.755 | 4.174 | |
| ChronosXHorizon=22026.02 | 2.094 | 6.037 | |
| ChronosXHorizon=42026.02 | 2.102 | 6.731 | |
| iTransformerHorizon=32026.02 | 2.152 | 5.735 | |
| ChronosXHorizon=32026.02 | 2.392 | 7.879 | |
| OneFitsAllHorizon=12026.02 | 2.527 | 9.595 | |
| iTransformerHorizon=22026.02 | 2.85 | 9.176 | |
| iTransformerHorizon=42026.02 | 2.99 | 10.905 | |
| OneFitsAllHorizon=32026.02 | 3.242 | 17.229 | |
| NeuralProphetHorizon=12026.02 | 3.55 | 17.61 | |
| iTransformerHorizon=12026.02 | 3.853 | 20.542 | |
| NeuralProphetHorizon=42026.02 | 4.275 | 37.635 | |
| NeuralProphetHorizon=22026.02 | 4.65 | 83.458 | |
| NeuralProphetHorizon=32026.02 | 4.666 | 51.045 | |
| Time-LLMHorizon=12026.02 | 5.244 | 29.015 | |
| OneFitsAllHorizon=42026.02 | 5.762 | 42.985 | |
| Time-LLMHorizon=22026.02 | 7.013 | 51.71 | |
| Time-LLMHorizon=32026.02 | 7.393 | 58.916 | |
| Time-LLMHorizon=42026.02 | 8.889 | 82.473 | |
| PatchTSTHorizon=12026.02 | 12.876 | 168.55 | |
| PatchTSTHorizon=22026.02 | 13.573 | 187.378 | |
| PatchTSTHorizon=32026.02 | 14.132 | 203.262 | |
| PatchTSTHorizon=42026.02 | 14.335 | 209.261 |