Time Series Forecasting on MTBench Finance (Long)
3.531MAPEMoME
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MoMEText-level fusion=true2026.01 | 3.531 | 3.253 | |
| Time-MoE+LMText-level fusion=true2026.01 | 3.749 | 3.427 | |
| MLP(MoE)+LMText-level fusion=true2026.01 | 3.757 | 3.523 | |
| TS-Mix2026.01 | 3.802 | 3.553 | |
| PatchTST2026.01 | 3.832 | 3.604 | |
| DLinear2026.01 | 3.853 | 3.62 | |
| DLinearP+LMText-level fusion=true, patching=true2026.01 | 4.01 | 3.606 | |
| GPT4TS2026.01 | 4.272 | 3.886 | |
| Time-LLM2026.01 | 4.328 | 4.023 | |
| Time-MoE2026.01 | 4.564 | 4.326 |