Time Series Forecasting on TimeMMD Environment
15.434MAPEMoME
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MoMEText-level fusion=true2026.01 | 15.434 | 8.317 | |
| Time-MoE+LMText-level fusion=true2026.01 | 25.141 | 14.925 | |
| DLinearP+LMText-level fusion=true, patching=true2026.01 | 25.628 | 14.942 | |
| Time-MoE2026.01 | 25.659 | 14.947 | |
| GPT4TS2026.01 | 26.563 | 15.206 | |
| Time-LLM2026.01 | 26.712 | 15.318 | |
| MLP(MoE)+LMText-level fusion=true2026.01 | 26.886 | 15.52 | |
| TS-Mix2026.01 | 27.682 | 16.162 | |
| PatchTST2026.01 | 28.27 | 16.331 | |
| DLinear2026.01 | 28.519 | 16.294 |