Long-term forecasting
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.187MSE
9
Feb 26, 2026
0.691MSE
8
Jul 9, 2026
0.682MSE
8
Jul 9, 2026
0.364Mean Squared Error
8
Jul 9, 2026
0.334MSE
8
Jul 9, 2026
0.632MSE
8
Jul 9, 2026
0.294MSE
8
Jul 9, 2026
0.279MSE
8
Jun 11, 2026
0.385MSE
8
Mar 26, 2026
0.649MSE
8
Mar 26, 2026
0.007MSE
8
Apr 14, 2026
0.366MSE (Horizon 96)
7
Jun 16, 2026
0.129MSE (Horizon 96)
7
Jun 16, 2026
0.143MSE (96 steps)
7
Jun 16, 2026
0.026MSE
7
Jun 11, 2026
0.013MSE
7
Apr 14, 2026
0.16MSE
7
Apr 28, 2026
0.147MSE
7
Feb 26, 2026
0.43Inference Time (s)
6
Mar 11, 2026
0.47Inference Time (s)
6
Mar 11, 2026
0.63Latency (s)
6
Mar 11, 2026
0.45Inference Time (s)
6
Mar 11, 2026
5.51DKL
5
Mar 12, 2026
5.4KL Divergence (DKL)
5
Mar 12, 2026
5.22KL Divergence
5
Mar 12, 2026