Trend Prediction on MTBench Weather Short
93.877Past Trend Prediction ScorePatchTST
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PatchTST2026.01 | 93.877 | 51.374 | |
| Time-MoE+LMText-level fusion=true2026.01 | 92.582 | 42.307 | |
| MLP(MoE)+LMText-level fusion=true2026.01 | 91.758 | 43.132 | |
| TS-Mix2026.01 | 91.484 | 53.022 | |
| MoMEText-level fusion=true2026.01 | 91.484 | 55.22 | |
| DLinearP+LMText-level fusion=true, patching=true2026.01 | 89.011 | 42.582 | |
| GPT4TS2026.01 | 88.189 | 53.297 | |
| Time-LLM2026.01 | 87.918 | 42.674 | |
| Time-MoE2026.01 | 85.44 | 53.571 | |
| DLinear2026.01 | 69.231 | 50.824 |