Multivariate Time Series Forecasting on Traffic 5% few-shot
0.425MSECALF + CoRA
Evaluation Results
| Method | Links | |
|---|---|---|
| CALF + CoRAModel Category=LLM-based, Plugin=CoRA2026.03 | 0.425 | |
| GPT4TS + CoRAModel Category=LLM-based, Plugin=CoRA2026.03 | 0.431 | |
| CALFModel Category=LLM-based, Plugin=None2026.03 | 0.436 | |
| GPT4TSModel Category=LLM-based, Plugin=None2026.03 | 0.441 | |
| Moment + CoRAModel Category=Pre-trained, Plugin=CoRA2026.03 | 0.444 | |
| UniTime + CoRAModel Category=LLM-based, Plugin=CoRA2026.03 | 0.446 | |
| Timer + CoRAModel Category=Pre-trained, Plugin=CoRA2026.03 | 0.447 | |
| MomentModel Category=Pre-trained, Plugin=None2026.03 | 0.451 | |
| UniTimeModel Category=LLM-based, Plugin=None2026.03 | 0.455 | |
| TimerModel Category=Pre-trained, Plugin=None2026.03 | 0.456 | |
| TTM + CoRAModel Category=Pre-trained, Plugin=CoRA2026.03 | 0.481 | |
| TTMModel Category=Pre-trained, Plugin=None2026.03 | 0.486 |