Time Series Forecasting on MTBench Finance Short
2.545MAPEMLP(MoE)+LM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MLP(MoE)+LMText-level fusion=true2026.01 | 2.545 | 3.136 | |
| MoMEText-level fusion=true2026.01 | 2.605 | 3.058 | |
| TS-Mix2026.01 | 2.759 | 3.22 | |
| Time-MoE+LMText-level fusion=true2026.01 | 2.772 | 3.248 | |
| PatchTST2026.01 | 2.774 | 3.264 | |
| DLinearP+LMText-level fusion=true, patching=true2026.01 | 2.805 | 3.419 | |
| DLinear2026.01 | 2.863 | 3.383 | |
| Time-LLM2026.01 | 2.898 | 3.411 | |
| GPT4TS2026.01 | 2.944 | 3.54 | |
| Time-MoE2026.01 | 3.419 | 3.984 |