Time Series Forecasting
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
1.205sCRPS
22
May 28, 2026
0.248MSE
22
May 19, 2026
0.022Mean Squared Error (MSE)
22
Jun 15, 2026
0.201MSE
22
Jun 15, 2026
0.08MAE
22
Feb 26, 2026
0.213MAE
22
Mar 31, 2026
0.011MAE
21
Jun 12, 2026
0.68MSE
21
Jun 2, 2026
16.11TailAUC
21
May 19, 2026
0.648MSE (L)
21
Mar 5, 2026
0.195MSE (L)
21
Mar 5, 2026
0.186MSE (Long-term)
21
Mar 5, 2026
0.343MSE (L)
21
Mar 5, 2026
0.326MSE (L)
21
Mar 5, 2026
-2MSE
21
Mar 4, 2026
0.333CMSE
21
Feb 26, 2026
0.404ETTh1 Error
21
Feb 26, 2026
0.348MSE
21
May 7, 2026
0.73MSE
21
Apr 15, 2026
0.749MSE
21
Apr 15, 2026
0.53GFLOPs
20
Jun 17, 2026
0.18GFLOPs
20
Jun 17, 2026
1.2MSE
20
Jun 1, 2026
0.358MSE
20
May 21, 2026
0.412MSE
20
May 14, 2026