Time Series Forecasting
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
2.99MASE
6
Jul 9, 2026
0.003MSE
6
Jul 3, 2026
-36.6CRPS Skill Score
6
Jun 30, 2026
3.02Unsupervised Pretraining Time (s)
6
Jun 24, 2026
4.62Unsupervised Pretraining Time (s)
6
Jun 24, 2026
3.27MUFL
6
Jun 12, 2026
0.25LULL
6
Jun 12, 2026
0.16LULL MAE
6
Jun 12, 2026
0.1RRMSE
6
Jun 11, 2026
0.218RMSE
6
Jun 4, 2026
0.354MSE
6
May 26, 2026
0.147MSE (10 min)
6
May 25, 2026
0.361MSE (10min)
6
May 25, 2026
23.887Training Time
6
May 19, 2026
0.7Sharpness
6
Apr 23, 2026
0.77Sharpness
6
Apr 23, 2026
1.59Sharpness
6
Apr 23, 2026
1.59Sharpness
6
Apr 23, 2026
0.4Sharpness
6
Apr 23, 2026
1.41Sharpness
6
Apr 23, 2026
0.34Sharpness
6
Apr 23, 2026
0.27MAE
6
Apr 21, 2026
51.117DIR
6
Apr 21, 2026
0.042Average Running Time (s)
6
Apr 20, 2026
0.027Runtime (s)
6
Apr 20, 2026