GIFT-Eval
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time series forecasting | GIFT-Eval (test) | MASE0.675 | 63 | |
| Time Series Forecasting | GIFT-Eval 05/18/2025 snapshot (test) | MASE0.671 | 32 | |
| Time Series Forecasting Uncertainty Quantification | GIFT-Eval Bench22 | nWink1.56 | 30 | |
| Time Series Forecasting Uncertainty Quantification | GIFT-Eval Bench10 | nWink90 | 30 | |
| Time Series Forecasting | GIFT-Eval bizitobs-application-60 | MASE0.014 | 27 | |
| Time Series Forecasting | GIFT-Eval (aggregate) | Relative MASE0.69 | 23 | |
| Time Series Forecasting | GIFT-Eval 97 tasks | MASE0.692 | 14 | |
| Time Series Forecasting | GIFT-Eval | MASE0.738 | 14 | |
| Forecasting | GIFT-Eval S Horizon | Relative MAPE0.75 | 13 | |
| Forecasting | GIFT-Eval M Horizon | Relative MAPE0.9 | 13 | |
| Forecasting | GIFT-Eval L Horizon | Relative MAPE0.96 | 13 | |
| Forecasting | GIFT-Eval Multivariate | Relative MAPE0.88 | 13 | |
| Forecasting | GIFT-Eval Univariate | Relative MAPE0.78 | 13 | |
| Forecasting | GIFT-Eval All | Relative MAPE0.86 | 13 | |
| Time Series Forecasting | GIFT-Eval LOOP-SEATTLE-5T-48 | MASE0.051 | 13 | |
| Time Series Forecasting | GIFT-Eval Part 1 | LOOP-SEATTLE-5T-48 Error0.051 | 13 | |
| Time Series Forecasting Uncertainty Quantification | GIFT-Eval Bench10 full | nWink0.85 | 12 | |
| Time Series Forecasting Uncertainty Quantification | GIFT-Eval Bench10_100k | nWink0.85 | 12 | |
| Time Series Forecasting | GIFT-Eval summary | MASE0.692 | 11 | |
| Time Series Forecasting | GIFT-Eval Short-term | nMASE0.878 | 9 | |
| Time Series Imputation | GIFT-Eval (test) | nMASE Count [0.1, 0.2)0.713 | 8 | |
| Time series forecasting | Gift-Eval Long horizon | MASE0.745 | 6 | |
| Time series forecasting | Gift-Eval Medium horizon | MASE0.705 | 6 | |
| Time series forecasting | Gift-Eval Short horizon | MASE0.616 | 6 | |
| Time Series Forecasting | GIFT-Eval Long-term | nMASE0.69 | 6 |
Showing 25 of 28 rows