Time Series Forecasting
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
1.172MSE
5
Apr 14, 2026
0.436MSE
5
Apr 14, 2026
0.237MSE
5
Apr 14, 2026
0.25MSE
5
Apr 14, 2026
0MSE
5
Apr 14, 2026
0.001MSE
5
Apr 14, 2026
0.001MSE
5
Apr 14, 2026
0.001MSE
5
Apr 14, 2026
0.176MSE
5
Apr 14, 2026
1.226Average MASE
5
Apr 10, 2026
13.1Training Time (ms/iteration)
5
Apr 8, 2026
12.6Training Time (ms/iteration)
5
Apr 8, 2026
72.7Training Time (ms)
5
Apr 8, 2026
30.8Training Time (ms/iteration)
5
Apr 8, 2026
11.36SMAPE
5
Mar 31, 2026
0.716MASE
5
Mar 25, 2026
0.032MSE
5
Mar 24, 2026
0.921R2
5
Mar 18, 2026
0.651M5 Daily Base RMSSE
5
Mar 18, 2026
0.58M5 Daily (Basic) RMSSE
5
Mar 18, 2026
3.5KL Divergence
5
Mar 12, 2026
8.5MSPE (h=1)
5
Mar 10, 2026
99.239MSE
5
Mar 25, 2026
27.74Memory Usage (Training, MB)
5
Mar 4, 2026
0.166MSE
5
Mar 25, 2026