Time Series Forecasting on MTBench Weather Short
10.02MSEMoME
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MoMEText-level fusion=true2026.01 | 10.02 | 2.389 | |
| Time-MoE+LMText-level fusion=true2026.01 | 10.211 | 2.397 | |
| DLinearP+LMText-level fusion=true, patching=true2026.01 | 10.374 | 2.407 | |
| DLinear2026.01 | 10.438 | 2.449 | |
| PatchTST2026.01 | 10.448 | 2.404 | |
| Time-LLM2026.01 | 10.658 | 2.453 | |
| MLP(MoE)+LMText-level fusion=true2026.01 | 11.233 | 2.508 | |
| GPT4TS2026.01 | 11.947 | 2.537 | |
| TS-Mix2026.01 | 18.222 | 3.292 | |
| Time-MoE2026.01 | 21.635 | 3.572 |