Time Series Forecasting
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
2.134MASE
19
Feb 27, 2026
2.696MASE
19
Feb 27, 2026
0.871MASE
19
Feb 27, 2026
1.133MASE
19
Feb 27, 2026
1.349MASE
19
Feb 27, 2026
1.391MASE
19
Feb 27, 2026
1.5MASE
19
Feb 27, 2026
3.441MASE
19
Feb 27, 2026
0.021Inference Time
19
Mar 5, 2026
0.21Inference Time
19
Mar 4, 2026
0.064Inference Time
19
Mar 5, 2026
0.964R2 (6h)
19
Feb 26, 2026
0.887R2 (Horizon 6)
19
Feb 26, 2026
0.214CRPS
19
Feb 26, 2026
0.358CRPS
19
Feb 26, 2026
0.008CRPS
19
Feb 26, 2026
17CRPS Skill Score
18
Jun 30, 2026
51.46MAE
18
Jun 4, 2026
0.302MAE
18
May 26, 2026
0.006MAE
18
May 26, 2026
0.82MASE
18
May 25, 2026
1.17MASE
18
May 25, 2026
1.46MASE
18
May 25, 2026
1.25MAPE
18
May 19, 2026
0.37MAE
18
Apr 21, 2026