Time Series Imputation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.013MAE
187
Jul 9, 2026
0.014MAE
177
Jul 9, 2026
0.002MSE
177
Jul 9, 2026
0.003MSE
143
Jul 9, 2026
0.003MSE
126
Jul 9, 2026
0.002MSE
83
Jul 9, 2026
0MSE
75
Jul 3, 2026
0.002MSE
54
Feb 26, 2026
0.017MSE
48
Feb 26, 2026
0MSE
47
Jul 9, 2026
0.003MSE
47
Jul 9, 2026
0.003MSE
46
Jul 9, 2026
0.002MSE
46
Jul 9, 2026
0.197MAE
44
Feb 27, 2026
27.78MSE Improvement (%)
40
Jul 9, 2026
19.42MSE Improvement (%)
40
Jul 9, 2026
5.95MAE
36
Feb 27, 2026
0.018CRPS
32
Feb 27, 2026
0.032CRPS
32
Feb 27, 2026
84.787RMSE
32
Feb 27, 2026
0.012CRPS
24
Feb 27, 2026
34.58RMSE
24
Feb 27, 2026
0.038MSE
23
Jul 9, 2026
0.303MAE
22
May 26, 2026
0.663MAE
22
May 26, 2026