Demand Forecasting on E-commerce Center 02 Overall
0.691MAEChronosX
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ChronosXHorizon=12026.02 | 0.691 | 0.679 | |
| EventCastHorizon=12026.02 | 0.762 | 0.899 | |
| EventCastHorizon=22026.02 | 0.786 | 0.944 | |
| EventCastHorizon=32026.02 | 0.801 | 0.948 | |
| EventCastHorizon=42026.02 | 0.831 | 0.983 | |
| ChronosXHorizon=22026.02 | 0.84 | 1.065 | |
| Time-LLMHorizon=12026.02 | 0.968 | 1.924 | |
| ChronosXHorizon=32026.02 | 0.97 | 1.505 | |
| OneFitsAllHorizon=12026.02 | 1.015 | 1.783 | |
| ChronosXHorizon=42026.02 | 1.084 | 2.065 | |
| Time-LLMHorizon=22026.02 | 1.222 | 3.512 | |
| OneFitsAllHorizon=22026.02 | 1.274 | 2.672 | |
| OneFitsAllHorizon=32026.02 | 1.462 | 3.536 | |
| iTransformerHorizon=12026.02 | 1.471 | 9.475 | |
| iTransformerHorizon=22026.02 | 1.522 | 3.884 | |
| NeuralProphetHorizon=12026.02 | 1.623 | 4.894 | |
| Time-LLMHorizon=32026.02 | 1.653 | 5.856 | |
| NeuralProphetHorizon=32026.02 | 1.707 | 8.385 | |
| OneFitsAllHorizon=42026.02 | 1.803 | 5.579 | |
| NeuralProphetHorizon=22026.02 | 1.845 | 14.198 | |
| NeuralProphetHorizon=42026.02 | 1.909 | 16.53 | |
| Time-LLMHorizon=42026.02 | 1.913 | 8.132 | |
| iTransformerHorizon=42026.02 | 1.93 | 6.396 | |
| iTransformerHorizon=32026.02 | 1.941 | 6.121 | |
| PatchTSTHorizon=12026.02 | 2.755 | 14.385 | |
| PatchTSTHorizon=22026.02 | 2.964 | 16.288 | |
| PatchTSTHorizon=32026.02 | 3.162 | 18.104 | |
| PatchTSTHorizon=42026.02 | 3.312 | 19.678 |