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fev-bench

Benchmarks

TaskDatasetSOTA resultTrendResults

Time Series Forecasting

fev-bench

91.7Average Win Rate

25

Time Series Forecasting

Fev-bench (test)

0.68MSE

21

Probabilistic Marginal Forecasting

fev-bench marginal forecasting v0.7.0

91.7Win Rate

19

Point Forecasting

fev-bench v0.7.0

86.9Win Rate

19

Probabilistic Univariate Time Series Forecasting

fev-bench-uni

0.541SQL

14

Time-Series Forecasting

fev-bench 100 tasks

86.9Win Rate

12

Univariate Forecasting

fev-bench 100 tasks

1.081MASE

9

Time Series Forecasting

fev-bench univariate setting

1.28Median Inference Time (s/window)

8

fev-bench 30 covariate-aware tasks (test)

1.034MASE

8