Long-term time-series forecasting
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.161MSE
48
May 19, 2026
0.711MSE
48
May 19, 2026
0.621MSE
48
May 19, 2026
0.139MSE
42
May 19, 2026
0MSE
36
Jun 2, 2026
0.058MSE
32
Feb 26, 2026
10.85MAE
28
Feb 26, 2026
0.63MSE
27
Jun 2, 2026
0.138MSE
27
Jun 26, 2026
0.364MSE
27
Jun 1, 2026
0.221MSE
23
May 19, 2026
0.12MSE
21
Mar 20, 2026
0.089MSE
21
Mar 20, 2026
0.306MSE
21
Feb 26, 2026
-76.8RPD (%)
20
Feb 26, 2026
-55RPD (%)
20
Feb 26, 2026
-21.9RPD (%)
20
Feb 26, 2026
-14.4RPD (%)
20
Feb 26, 2026
-50.3RPD
20
Feb 26, 2026
0.411MSE
18
May 19, 2026
0.361CMSE
16
Feb 26, 2026
0.388MSE
15
Jun 16, 2026
4.771MSE
13
Mar 26, 2026
13.294MSE
13
Mar 26, 2026
1,548.825MSE
13
Mar 26, 2026