Irregular Multivariate Time Series Forecasting
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.079MSE
42
May 28, 2026
0.298MSE
42
May 28, 2026
0.448Mean Squared Error (MSE)
42
May 28, 2026
-0.158mNLL
17
May 25, 2026
-3.948mNLL
17
May 25, 2026
-0.768NJNLL
12
May 1, 2026
0.475MSE
8
May 1, 2026
0.292MSE
8
May 1, 2026
0.29MSE
8
May 1, 2026
-0.462njNLL
8
May 1, 2026
-0.647njNLL
8
May 1, 2026
0.285MSE
7
May 1, 2026
-2.113njNLL
7
May 1, 2026
5.851Energy Score
4
May 1, 2026
5.73Energy
4
May 1, 2026
7.241Energy
4
May 1, 2026
10.79Energy
4
May 1, 2026
4.268Energy
4
May 1, 2026
3.543Energy
4
May 1, 2026
5.267Energy
4
May 1, 2026
5.33Energy
4
May 1, 2026
2.835Energy
4
May 1, 2026
2.279Energy
4
May 1, 2026
3.195Energy
4
May 1, 2026
3.252Energy
4
May 1, 2026