Long-term time-series forecasting
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.08MSE
7
Apr 28, 2026
3.27Performance Gap
6
Mar 4, 2026
0.107MSE
6
Feb 26, 2026
0.272MSE
6
Feb 26, 2026
0.273MSE
6
Feb 26, 2026
0.327MSE
5
Jun 16, 2026
1.376MSE
5
Apr 28, 2026
0.061MSE
4
Feb 26, 2026
253.57MAE
4
Feb 26, 2026
0.537MSE
4
Feb 26, 2026
0.15MSE
4
Feb 26, 2026
0.67MSE
3
Jun 2, 2026
9.91Model Parameters (MB)
3
May 15, 2026
0.393Params (MB)
3
May 15, 2026
0.234MSE
3
May 15, 2026
0.118MSE
3
May 15, 2026
7.7NMAE
3
Mar 26, 2026
0.223NMAE
3
Mar 26, 2026
0.089NMAE
3
Mar 26, 2026
0.83MSE
2
Jun 2, 2026
0.92MSE
2
Jun 2, 2026
0.86MSE
2
Jun 2, 2026
0.72MSE
2
Jun 2, 2026
0.54MSE
2
Jun 2, 2026
0.177MSE
2
May 15, 2026