Trend Prediction on MTBench Weather (Long)
93.496Past AccuracyMoME
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MoMEText-level fusion=true2026.01 | 93.496 | 52.575 | |
| Time-MoE+LMText-level fusion=true2026.01 | 91.599 | 42.005 | |
| TS-Mix2026.01 | 90.786 | 48.51 | |
| PatchTST2026.01 | 89.973 | 26.558 | |
| Time-MoE2026.01 | 89.431 | 48.51 | |
| DLinearP+LMText-level fusion=true, patching=true2026.01 | 88.347 | 42.276 | |
| MLP(MoE)+LMText-level fusion=true2026.01 | 86.45 | 41.192 | |
| GPT4TS2026.01 | 85.366 | 50.407 | |
| Time-LLM2026.01 | 84.553 | 50.949 | |
| DLinear2026.01 | 82.656 | 49.865 |