Multivariate Time Series Forecasting on ETTm1 5% few-shot
0.353MSETTM + CoRA
Evaluation Results
| Method | Links | |
|---|---|---|
| TTM + CoRAModel Category=Pre-trained, Plugin=CoRA2026.03 | 0.353 | |
| Timer + CoRAModel Category=Pre-trained, Plugin=CoRA2026.03 | 0.356 | |
| TTMModel Category=Pre-trained, Plugin=None2026.03 | 0.357 | |
| TimerModel Category=Pre-trained, Plugin=None2026.03 | 0.36 | |
| CALF + CoRAModel Category=LLM-based, Plugin=CoRA2026.03 | 0.364 | |
| CALFModel Category=LLM-based, Plugin=None2026.03 | 0.373 | |
| GPT4TS + CoRAModel Category=LLM-based, Plugin=CoRA2026.03 | 0.379 | |
| GPT4TSModel Category=LLM-based, Plugin=None2026.03 | 0.389 | |
| UniTime + CoRAModel Category=LLM-based, Plugin=CoRA2026.03 | 0.394 | |
| UniTimeModel Category=LLM-based, Plugin=None2026.03 | 0.408 | |
| Moment + CoRAModel Category=Pre-trained, Plugin=CoRA2026.03 | 0.452 | |
| MomentModel Category=Pre-trained, Plugin=None2026.03 | 0.455 |