Time Series Imputation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.108CRPS
5
Feb 26, 2026
0.111RMSE
4
May 27, 2026
0.114RMSE
4
May 27, 2026
3.236RMSE
4
May 27, 2026
2.625RMSE
4
May 27, 2026
2.673RMSE
4
May 27, 2026
1.71RMSE
4
May 27, 2026
0.412RMSE
4
May 27, 2026
0.465RMSE
4
May 27, 2026
4.218RMSE
4
May 27, 2026
0.053Fourier Wasserstein Distance
4
May 26, 2026
7.552Wasserstein Distance
4
May 26, 2026
6.653Wasserstein Distance (WD)
4
May 26, 2026
3.142Wasserstein Distance (WD)
4
May 26, 2026
3.388Wasserstein Distance (WD)
4
May 26, 2026
9.076Wasserstein Distance (WD)
4
May 26, 2026
3.245Wasserstein Distance (WD)
4
May 26, 2026
1.61MAE
4
Apr 20, 2026
0.036MSE
4
Feb 26, 2026
0.038MSE
2
Feb 26, 2026
0.098MSE (10% Missing)
2
Feb 26, 2026
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—CRPS
0
Feb 26, 2026
—
—CRPS
0
Feb 26, 2026
—
—Primary metric
0
Feb 26, 2026