Forecasting
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.265RMSE (h=1)
6
May 19, 2026
0.064PSDD
6
May 8, 2026
0.04RL2 Score
6
May 8, 2026
57.56Pass@1 Average
6
May 6, 2026
12.83MAE
6
Apr 24, 2026
1.23Average Predictive Density
6
Apr 23, 2026
3.132MAE
6
Apr 2, 2026
1.28Relative L2 Error
6
Mar 9, 2026
0.154Avg Test Log-Likelihood
6
Feb 26, 2026
-5.01Normalized Log-Likelihood
6
Feb 26, 2026
-4.87NLL
6
Feb 26, 2026
0.44Mean VPT
5
Jul 2, 2026
0.25Mean VPT
5
Jul 2, 2026
0.67Mean VPT
5
Jul 2, 2026
0.065Average Prediction Interval Width
5
May 25, 2026
5.9MAE
5
May 19, 2026
5.8MAE
5
May 19, 2026
5.7MAE
5
May 19, 2026
0.22NRMSE
5
May 19, 2026
20.1SMAPE
5
May 19, 2026
0.969SMAPE
5
May 19, 2026
17.5NRMSE
5
May 19, 2026
39.4SMAPE
5
May 19, 2026
15.5SMAPE
5
May 19, 2026
0.356NRMSE
5
May 19, 2026