Multivariate Time Series Forecasting on ETTh1 5% few-shot
0.397MSETTM + CoRA
Evaluation Results
| Method | Links | |
|---|---|---|
| TTM + CoRAModel Category=Pre-trained, Plugin=CoRA2026.03 | 0.397 | |
| TTMModel Category=Pre-trained, Plugin=None2026.03 | 0.405 | |
| Timer + CoRAModel Category=Pre-trained, Plugin=CoRA2026.03 | 0.432 | |
| CALF + CoRAModel Category=LLM-based, Plugin=CoRA2026.03 | 0.434 | |
| CALFModel Category=LLM-based, Plugin=None2026.03 | 0.443 | |
| TimerModel Category=Pre-trained, Plugin=None2026.03 | 0.444 | |
| GPT4TS + CoRAModel Category=LLM-based, Plugin=CoRA2026.03 | 0.456 | |
| GPT4TSModel Category=LLM-based, Plugin=None2026.03 | 0.468 | |
| Moment + CoRAModel Category=Pre-trained, Plugin=CoRA2026.03 | 0.543 | |
| MomentModel Category=Pre-trained, Plugin=None2026.03 | 0.55 | |
| UniTime + CoRAModel Category=LLM-based, Plugin=CoRA2026.03 | 0.714 | |
| UniTimeModel Category=LLM-based, Plugin=None2026.03 | 0.739 |