Time Series Forecasting on MTBench Weather Long
11.823MSEMoME
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MoMEText-level fusion=true2026.01 | 11.823 | 2.62 | |
| Time-LLM2026.01 | 12.805 | 2.738 | |
| MLP(MoE)+LMText-level fusion=true2026.01 | 13.331 | 2.771 | |
| DLinear2026.01 | 13.392 | 2.765 | |
| DLinearP+LMText-level fusion=true, patching=true2026.01 | 13.666 | 2.809 | |
| GPT4TS2026.01 | 13.901 | 2.812 | |
| PatchTST2026.01 | 14.312 | 2.857 | |
| Time-MoE+LMText-level fusion=true2026.01 | 14.894 | 2.923 | |
| TS-Mix2026.01 | 24.445 | 3.846 | |
| Time-MoE2026.01 | 40.887 | 5.01 |