Time Series Forecasting on TIME univariate setting 98 tasks
0.861MASEChronos-2
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Chronos-2Model Category=Time Series Foundation Models (TSFMs), Evaluation Protocol=Zero-shot2026.06 | 0.861 | 0.137 | |
| TimesFM2 5Model Category=Time Series Foundation Models (TSFMs), Evaluation Protocol=Zero-shot2026.06 | 0.869 | 0.14 | |
| TiRexModel Category=Time Series Foundation Models (TSFMs), Evaluation Protocol=Zero-shot2026.06 | 0.888 | 0.141 | |
| TS-ICLModel Category=Time Series Foundation Models (TSFMs), Evaluation Protocol=Zero-shot2026.06 | 0.902 | 0.143 | |
| TotoModel Category=Time Series Foundation Models (TSFMs), Evaluation Protocol=Zero-shot2026.06 | 0.907 | 0.144 | |
| Moirai2Model Category=Time Series Foundation Models (TSFMs), Evaluation Protocol=Zero-shot2026.06 | 0.914 | 0.145 | |
| BoltModel Category=Time Series Foundation Models (TSFMs), Evaluation Protocol=Zero-shot2026.06 | 0.953 | 0.153 | |
| TabPFNv2.5-TSModel Category=Tabular FMs, Evaluation Protocol=Zero-shot2026.06 | 0.953 | 0.154 | |
| TabICLv2-TSModel Category=Tabular FMs, Evaluation Protocol=Zero-shot2026.06 | 0.96 | 0.153 | |
| SundialModel Category=Other TSFMs, Evaluation Protocol=Zero-shot2026.06 | 0.985 | 0.163 | |
| TimesFMModel Category=Other TSFMs, Evaluation Protocol=Zero-shot2026.06 | 1.026 | 0.17 | |
| Vision tsModel Category=Other TSFMs, Evaluation Protocol=Zero-shot2026.06 | 1.047 | 0.166 | |
| MoiraiModel Category=Other TSFMs, Evaluation Protocol=Zero-shot2026.06 | 1.073 | 0.164 |