Multivariate long-term time series forecasting
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.353MSE
119
Jul 2, 2026
1.108MSE
108
May 28, 2026
0.167MSE
88
Jun 29, 2026
0.143MSE
74
Feb 26, 2026
0.16MSE
74
Feb 26, 2026
0.129MSE
44
Feb 26, 2026
0.129MSE
36
Feb 26, 2026
0.366MSE
32
Feb 26, 2026
0.129MSE
32
Feb 26, 2026
0.13MSE
15
Jun 29, 2026
0.289MSE
10
Feb 26, 2026
0.129MSE (Horizon 96)
10
Feb 26, 2026
12.8Training Time (s)
9
Feb 26, 2026
0.299MSE
8
May 19, 2026
0.287MSE
8
May 19, 2026
0.936MSE
8
May 19, 2026
0.345MSE
7
Feb 26, 2026
0.28MSE
7
Feb 26, 2026
0.172MSE
7
Feb 26, 2026
0.539MSE
7
Feb 26, 2026
0.506MSE
7
Feb 26, 2026
0.492MSE
7
Feb 26, 2026
0.492MSE
7
Feb 26, 2026
0.42MSE
7
Feb 26, 2026
0.412MSE
7
Feb 26, 2026