Time Series Forecasting on ETTh1 -> ETTh2 (MSE, MAE, DTW, TDI)
0.338MSESTaT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| STaTMode=Zero-shot2026.05 | 0.338 | 0.381 | 6.172 | 0.13 | |
| Time-VLMMode=Zero-shot2026.05 | 0.338 | 0.385 | 6.709 | 0.136 | |
| Time-LLMMode=Zero-shot2026.05 | 0.353 | 0.387 | 7.872 | 0.162 | |
| PatchTSTMode=Zero-shot2026.05 | 0.38 | 0.405 | 6.673 | 0.148 | |
| GPT4TSMode=Zero-shot2026.05 | 0.406 | 0.422 | 6.555 | 0.132 | |
| Time-LLMMode=Zero-shot2026.05 | 0.479 | 0.474 | 8.932 | 0.098 | |
| STaTMode=Zero-shot2026.05 | 0.492 | 0.472 | 7.402 | 0.078 | |
| DLinearMode=Zero-shot2026.05 | 0.493 | 0.488 | 6.865 | 0.161 | |
| Time-VLMMode=Zero-shot2026.05 | 0.496 | 0.48 | 8.376 | 0.089 | |
| PatchTSTMode=Zero-shot2026.05 | 0.565 | 0.513 | 8.601 | 0.108 | |
| DLinearMode=Zero-shot2026.05 | 0.703 | 0.574 | 7.558 | 0.084 | |
| GPT4TSMode=Zero-shot2026.05 | 0.757 | 0.578 | 8.334 | 0.086 |