Time Series Forecasting
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
2.001MSE
7
Jun 1, 2026
0.919MSE
7
Jun 1, 2026
0.497MSE
7
Jun 1, 2026
90C
7
May 27, 2026
2.167MASE
7
May 26, 2026
0.573MASE
7
May 26, 2026
0.482MASE
7
May 26, 2026
0.11Avg. MSE Error Reduction
7
May 21, 2026
0.06Avg Error Reduction (MSE)
7
May 21, 2026
-1.77Average MAE Reduction
7
May 21, 2026
26.32Avg Error Reduction in MAPE
7
May 21, 2026
-8.54Avg Error Reduction in MAPE
7
May 21, 2026
7.16sMAPE
7
Apr 13, 2026
5.36sMAPE
7
Apr 13, 2026
5.01sMAPE
7
Apr 13, 2026
8.83MSE
7
Mar 24, 2026
0.177MSE
7
Mar 24, 2026
0.227MSE
7
Mar 24, 2026
2.37MSE p-value
7
Mar 12, 2026
1.03MSE p-value
7
Mar 12, 2026
0.105Inference Time (s)
7
Mar 5, 2026
0.02Inference Time (s)
7
Mar 5, 2026
0.021Inference Time (s)
7
Mar 5, 2026
0.017Inference Time (s)
7
Mar 5, 2026
0.018Inference Time (s)
7
Mar 5, 2026