Univariate Time Series Forecasting
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.029MSE
75
Jun 8, 2026
0.019MSE
67
Jun 8, 2026
0.059MSE
64
Feb 26, 2026
0.062MSE
60
Jun 8, 2026
0.132MSE
52
Jul 8, 2026
0.064MSE
46
Mar 17, 2026
0.001MSE
40
Jun 8, 2026
0.044MSE
39
Feb 26, 2026
0.127MSE
32
Jun 8, 2026
0.09MSE
32
Feb 26, 2026
0.015MSE
32
Feb 26, 2026
0.298MSE
26
Jul 8, 2026
0.563MSE
24
Feb 26, 2026
0.363MASE
19
Mar 4, 2026
11.863SMAPE
18
May 27, 2026
0.08MSE
16
Feb 26, 2026
0.1MSE
16
Feb 26, 2026
0.137MSE
16
Feb 26, 2026
0.014MSE
15
Feb 26, 2026
0.376MSE
14
May 8, 2026
0.582MSE
8
Feb 26, 2026
0.103sCRPS
5
Mar 18, 2026
0.084sCRPS
5
Mar 18, 2026
0.106sCRPS
5
Mar 18, 2026
0.092sCRPS
5
Mar 18, 2026