Demand Forecasting on E-commerce Center Overall 01
0.27MAEEventCast
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EventCastHorizon=12026.02 | 0.27 | 0.123 | |
| EventCastHorizon=22026.02 | 0.288 | 0.144 | |
| EventCastHorizon=32026.02 | 0.312 | 0.177 | |
| EventCastHorizon=42026.02 | 0.337 | 0.205 | |
| Time-LLMHorizon=12026.02 | 0.346 | 0.208 | |
| ChronosXHorizon=12026.02 | 0.416 | 0.253 | |
| iTransformerHorizon=12026.02 | 0.469 | 0.505 | |
| ChronosXHorizon=22026.02 | 0.496 | 0.369 | |
| Time-LLMHorizon=22026.02 | 0.516 | 0.47 | |
| ChronosXHorizon=32026.02 | 0.556 | 0.48 | |
| OneFitsAllHorizon=12026.02 | 0.561 | 0.728 | |
| ChronosXHorizon=42026.02 | 0.597 | 0.572 | |
| Time-LLMHorizon=32026.02 | 0.611 | 0.779 | |
| NeuralProphetHorizon=12026.02 | 0.641 | 0.594 | |
| OneFitsAllHorizon=22026.02 | 0.644 | 0.997 | |
| NeuralProphetHorizon=22026.02 | 0.653 | 0.616 | |
| NeuralProphetHorizon=32026.02 | 0.665 | 0.735 | |
| NeuralProphetHorizon=42026.02 | 0.669 | 0.672 | |
| iTransformerHorizon=22026.02 | 0.688 | 1.123 | |
| Time-LLMHorizon=42026.02 | 0.721 | 1.155 | |
| OneFitsAllHorizon=32026.02 | 0.762 | 1.271 | |
| iTransformerHorizon=32026.02 | 0.779 | 1.389 | |
| PatchTSTHorizon=12026.02 | 0.849 | 1.662 | |
| iTransformerHorizon=42026.02 | 0.883 | 1.537 | |
| PatchTSTHorizon=22026.02 | 0.888 | 1.865 | |
| PatchTSTHorizon=32026.02 | 0.919 | 2.037 | |
| OneFitsAllHorizon=42026.02 | 0.94 | 1.768 | |
| PatchTSTHorizon=42026.02 | 0.945 | 2.184 |