Time Series Forecasting on TimeMMD Health (US)
0.379MSEMoME
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MoMEText-level fusion=true2026.01 | 0.379 | 0.359 | |
| Time-MoE+LMText-level fusion=true2026.01 | 0.587 | 0.445 | |
| DLinearP+LMText-level fusion=true, patching=true2026.01 | 0.73 | 0.468 | |
| Time-MoE2026.01 | 0.789 | 0.483 | |
| MLP(MoE)+LMText-level fusion=true2026.01 | 0.802 | 0.489 | |
| GPT4TS2026.01 | 0.824 | 0.504 | |
| Time-LLM2026.01 | 0.851 | 0.53 | |
| TS-Mix2026.01 | 0.867 | 0.553 | |
| DLinear2026.01 | 0.929 | 0.614 | |
| PatchTST2026.01 | 1.503 | 0.832 |