Time Series Forecasting on TimeMMD Health (AFR)
0.103MSEMoME
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MoMEText-level fusion=true2026.01 | 0.103 | 2.303 | |
| GPT4TS2026.01 | 0.134 | 2.551 | |
| Time-LLM2026.01 | 0.141 | 2.567 | |
| Time-MoE2026.01 | 0.152 | 2.621 | |
| DLinearP+LMText-level fusion=true, patching=true2026.01 | 0.173 | 2.682 | |
| DLinear2026.01 | 0.186 | 2.97 | |
| MLP(MoE)+LMText-level fusion=true2026.01 | 0.195 | 2.992 | |
| Time-MoE+LMText-level fusion=true2026.01 | 0.197 | 2.894 | |
| TS-Mix2026.01 | 0.206 | 3.106 | |
| PatchTST2026.01 | 0.239 | 3.465 |