Multivariate Time-series Forecasting
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.453MSE
15
Jun 4, 2026
0.148MSE
15
Jun 4, 2026
0.164MSE
15
Jun 4, 2026
0.453MAE
15
Jun 4, 2026
0.211MAE
15
Jun 4, 2026
0.209MAE
15
Jun 4, 2026
0.422MAE
15
Jun 4, 2026
0.204MAE
15
Jun 4, 2026
0.192MAE
15
Jun 4, 2026
0.41MAE
15
Jun 4, 2026
0.209MAE
15
Jun 4, 2026
0.201MAE
15
Jun 4, 2026
0.313MSE
15
Apr 21, 2026
2.31Training Time (s)
15
Feb 26, 2026
8Inference Time (s)
14
Jun 4, 2026
10.5Inference Time (s)
14
Jun 4, 2026
1.8Inference Time (s)
14
Jun 4, 2026
0.442MSE
14
Jun 4, 2026
0.056MSE
14
Jun 4, 2026
0.462MAE
14
Jun 4, 2026
0.293MAE
14
Jun 4, 2026
0.136MAE
14
Jun 4, 2026
0.441MSE
14
Feb 26, 2026
0.16MSE
14
Mar 24, 2026
0.407MSE
14
Mar 24, 2026