Demand Forecasting on E-commerce Center Overall 04
0.675MAEEventCast
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EventCastHorizon=22026.02 | 0.675 | 0.698 | |
| EventCastHorizon=42026.02 | 0.68 | 0.709 | |
| EventCastHorizon=32026.02 | 0.702 | 0.732 | |
| EventCastHorizon=12026.02 | 0.718 | 0.753 | |
| iTransformerHorizon=12026.02 | 0.733 | 0.841 | |
| ChronosXHorizon=42026.02 | 0.768 | 0.944 | |
| ChronosXHorizon=22026.02 | 0.786 | 1.006 | |
| Time-LLMHorizon=12026.02 | 0.792 | 1.096 | |
| ChronosXHorizon=32026.02 | 0.795 | 0.98 | |
| ChronosXHorizon=12026.02 | 0.802 | 1.033 | |
| NeuralProphetHorizon=22026.02 | 0.933 | 1.403 | |
| NeuralProphetHorizon=12026.02 | 0.936 | 1.401 | |
| NeuralProphetHorizon=32026.02 | 0.941 | 1.417 | |
| iTransformerHorizon=22026.02 | 0.95 | 1.453 | |
| NeuralProphetHorizon=42026.02 | 0.952 | 1.45 | |
| Time-LLMHorizon=22026.02 | 0.982 | 1.659 | |
| OneFitsAllHorizon=12026.02 | 1.017 | 1.607 | |
| Time-LLMHorizon=32026.02 | 1.09 | 2.042 | |
| Time-LLMHorizon=42026.02 | 1.196 | 2.523 | |
| OneFitsAllHorizon=22026.02 | 1.196 | 2.653 | |
| iTransformerHorizon=32026.02 | 1.198 | 2.397 | |
| PatchTSTHorizon=12026.02 | 1.229 | 2.594 | |
| PatchTSTHorizon=22026.02 | 1.307 | 2.842 | |
| PatchTSTHorizon=32026.02 | 1.374 | 3.063 | |
| PatchTSTHorizon=42026.02 | 1.432 | 3.255 | |
| OneFitsAllHorizon=32026.02 | 1.453 | 3.642 | |
| OneFitsAllHorizon=42026.02 | 1.513 | 3.668 | |
| iTransformerHorizon=42026.02 | 1.669 | 4.195 |