Multivariate Time Series Forecasting on Electricity (5% few-shot)
0.168MSECALF + CoRA
Evaluation Results
| Method | Links | |
|---|---|---|
| CALF + CoRAModel Category=LLM-based, Plugin=CoRA2026.03 | 0.168 | |
| CALFModel Category=LLM-based, Plugin=None2026.03 | 0.173 | |
| TTM + CoRAModel Category=Pre-trained, Plugin=CoRA2026.03 | 0.177 | |
| TTMModel Category=Pre-trained, Plugin=None2026.03 | 0.179 | |
| UniTime + CoRAModel Category=LLM-based, Plugin=CoRA2026.03 | 0.195 | |
| Moment + CoRAModel Category=Pre-trained, Plugin=CoRA2026.03 | 0.2 | |
| GPT4TS + CoRAModel Category=LLM-based, Plugin=CoRA2026.03 | 0.201 | |
| UniTimeModel Category=LLM-based, Plugin=None2026.03 | 0.201 | |
| MomentModel Category=Pre-trained, Plugin=None2026.03 | 0.202 | |
| GPT4TSModel Category=LLM-based, Plugin=None2026.03 | 0.208 | |
| Timer + CoRAModel Category=Pre-trained, Plugin=CoRA2026.03 | 0.236 | |
| TimerModel Category=Pre-trained, Plugin=None2026.03 | 0.241 |