Time Series Forecasting
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
293.8Tail AUC
15
May 19, 2026
0MAE
15
May 8, 2026
29.14Mean sMAPE
15
Mar 16, 2026
27.14Mean sMAPE
15
Mar 16, 2026
25.82Mean sMAPE
15
Mar 16, 2026
0.828MSE (H=24)
15
Mar 11, 2026
3.834MSE (Horizon 24)
15
Mar 11, 2026
0.376MSE (H=24)
15
Mar 11, 2026
0.439MSE (H=24)
15
Mar 11, 2026
1.676MSE (H=24)
15
Mar 11, 2026
0.65MAPE
15
Feb 27, 2026
0.403MSE
15
Feb 26, 2026
0.217MSE
15
Feb 26, 2026
0.421MAE
15
May 8, 2026
0.491RMSE
15
Feb 26, 2026
0.507RMSE
15
Feb 26, 2026
0.485RMSE
15
Feb 26, 2026
14.85MAE
15
Feb 26, 2026
83.73WMA
14
Jun 19, 2026
93.15WMA
14
Jun 19, 2026
0.692MASE
14
May 26, 2026
0.002Inference Time (sec)
14
May 25, 2026
0.001MSE
14
Apr 21, 2026
12,436.826MSE
14
Apr 21, 2026
0.021MAE
14
Apr 21, 2026