Short-term Time Series Forecasting
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
11.73SMAPE
80
May 27, 2026
0.15MSE
48
May 15, 2026
0.155MSE
48
May 15, 2026
0.263MSE
48
May 15, 2026
0.017RSE
32
Feb 26, 2026
0.074RSE
32
Feb 26, 2026
0.422RSE
32
Feb 26, 2026
11.829sMAPE
30
Feb 26, 2026
80.56WMAPE
22
Feb 27, 2026
82.1WMAPE
22
Feb 27, 2026
83.97WMAPE
22
Feb 27, 2026
9.06SMAPE
18
Feb 26, 2026
13.314Yearly SMAPE
7
Jun 1, 2026
6.01Performance Gap
6
Mar 4, 2026