Time Series Forecasting on M5 Competition Store Level
0.651M5 Daily Base RMSSETabPFN-TS
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TabPFN-TSForecaster Type=Zero-shot, Leverages Exogenous Information=true2026.03 | 0.651 | 1.729 | 2.278 | 1.024 | 1.572 | 2.119 | |
| ApolloPFNForecaster Type=Zero-shot, Leverages Exogenous Information=true2026.03 | 0.675 | 1.829 | 2.208 | 0.99 | 1.449 | 2.049 | |
| Chronos-LargeForecaster Type=Zero-shot univariate, Leverages Exogenous Information=false2026.03 | 0.709 | 1.715 | 2.272 | 0.998 | 1.601 | 2.25 | |
| Sundial-BaseForecaster Type=Zero-shot univariate, Leverages Exogenous Information=false2026.03 | 0.733 | 2.108 | 2.536 | 0.922 | 1.452 | 2.202 | |
| Moirai-LargeForecaster Type=Exposed during training, Leverages Exogenous Information=true2026.03 | 0.9 | 2.004 | 3.053 | 0.984 | 1.539 | 2.334 |