Multivariate Time Series Forecasting on AQShunyi 5% few-shot
0.681MSEMoment + CoRA
Evaluation Results
| Method | Links | |
|---|---|---|
| Moment + CoRAModel Category=Pre-trained, Plugin=CoRA2026.03 | 0.681 | |
| TTM + CoRAModel Category=Pre-trained, Plugin=CoRA2026.03 | 0.689 | |
| MomentModel Category=Pre-trained, Plugin=None2026.03 | 0.694 | |
| TTMModel Category=Pre-trained, Plugin=None2026.03 | 0.7 | |
| CALF + CoRAModel Category=LLM-based, Plugin=CoRA2026.03 | 0.716 | |
| UniTime + CoRAModel Category=LLM-based, Plugin=CoRA2026.03 | 0.717 | |
| Timer + CoRAModel Category=Pre-trained, Plugin=CoRA2026.03 | 0.724 | |
| CALFModel Category=LLM-based, Plugin=None2026.03 | 0.733 | |
| TimerModel Category=Pre-trained, Plugin=None2026.03 | 0.734 | |
| UniTimeModel Category=LLM-based, Plugin=None2026.03 | 0.743 | |
| GPT4TS + CoRAModel Category=LLM-based, Plugin=CoRA2026.03 | 0.831 | |
| GPT4TSModel Category=LLM-based, Plugin=None2026.03 | 0.85 |