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GIFT-Eval dataset and benchmarks · SOTA2 Research

Research Datasets

GIFT-Eval

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Time series forecasting

GIFT-Eval (test)

0.675MASE

63

Time Series Forecasting

GIFT-Eval

0.693MASE

37

Time Series Forecasting

GIFT-Eval 05/18/2025 snapshot (test)

0.671MASE

32

Time Series Forecasting Uncertainty Quantification

GIFT-Eval Bench22

1.56nWink

30

Time Series Forecasting Uncertainty Quantification

GIFT-Eval Bench10

90nWink

30

Time Series Forecasting

GIFT-Eval bizitobs-application-60

0.014MASE

27

Time Series Forecasting

GIFT-Eval (aggregate)

0.69Relative MASE

23

GIFT-Eval

0.485CRPS

18

Time-series forecasting

GIFT-EVAL (Leaderboard (LB))

0.677LB MASE

15

Time Series Forecasting

GIFT-Eval 97 tasks

0.692MASE

14

GIFT-Eval S Horizon

0.75Relative MAPE

13

GIFT-Eval M Horizon

0.9Relative MAPE

13

GIFT-Eval L Horizon

0.96Relative MAPE

13

GIFT-Eval Multivariate

0.88Relative MAPE

13

GIFT-Eval Univariate

0.78Relative MAPE

13

GIFT-Eval All

0.86Relative MAPE

13

Time Series Forecasting

GIFT-Eval LOOP-SEATTLE-5T-48

0.051MASE

13

Time Series Forecasting

GIFT-Eval Part 1

0.051LOOP-SEATTLE-5T-48 Error

13

Time Series Forecasting Uncertainty Quantification

GIFT-Eval Bench10 full

0.85nWink

12

Time Series Forecasting Uncertainty Quantification

GIFT-Eval Bench10_100k

0.85nWink

12

Time Series Forecasting

GIFT-Eval summary

0.692MASE

11

Time Series Forecasting

GIFT-Eval Short-term

0.878nMASE

9

Time Series Imputation

GIFT-Eval (test)

0.713nMASE Count [0.1, 0.2)

8

Time series forecasting

Gift-Eval Long horizon

0.745MASE

6

Time series forecasting

Gift-Eval Medium horizon

0.705MASE

6

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