Multivariate Time-series Forecasting
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.353MSE
12
Mar 24, 2026
0.397MSE
12
Mar 24, 2026
0.776CMSE
12
Feb 26, 2026
0.273CMSE
12
Feb 26, 2026
0.403CMSE
12
Feb 26, 2026
0.377CMSE
12
Feb 26, 2026
0.399CMSE
12
Feb 26, 2026
9.9WAPE
12
Feb 26, 2026
12.25WAPE
12
Feb 26, 2026
9.43WAPE
12
Feb 26, 2026
11.67WAPE (%)
12
Feb 26, 2026
3.9WAPE
12
Feb 26, 2026
8.48WAPE
12
Feb 26, 2026
0.214MAE
12
May 21, 2026
0.288MAE
12
May 21, 2026
0.311MAE
12
May 21, 2026
1.3MAE @ 3
12
Feb 26, 2026
13.28MAE@3
12
Feb 26, 2026
18.31MAE@3
12
Feb 26, 2026
0.28MSE
11
Feb 26, 2026
15.76Latency (s)
11
Feb 26, 2026
4.46Training Time (s/epoch)
11
Feb 26, 2026
14.32Seconds/epoch
11
Feb 26, 2026
0.55MSE
10
Jun 8, 2026
1.53MSE
10
Jun 8, 2026