Time Series Imputation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.007MSE
8
May 4, 2026
0.531MSE
8
May 4, 2026
0MSE
8
May 4, 2026
0.022MSE
8
May 4, 2026
0.127MSE
8
May 4, 2026
0.041MSE
8
May 4, 2026
0.003MSE
8
May 4, 2026
0.713nMASE Count [0.1, 0.2)
8
Feb 26, 2026
0.72MSE
8
Feb 26, 2026
0.29MSE
8
Feb 26, 2026
0.21MSE
8
Feb 26, 2026
0.14MSE
8
Feb 26, 2026
0.24MSE
8
Feb 26, 2026
0.07MSE
8
Feb 26, 2026
0.02MSE
8
Feb 26, 2026
0.42MSE
8
Feb 26, 2026
0.38MSE
8
Feb 26, 2026
0.74MSE
8
Feb 26, 2026
1,320.905RMSE
8
Feb 26, 2026
0.735MAE
8
Feb 26, 2026
14.73MAE
8
Feb 26, 2026
12.08MAE
8
Feb 26, 2026
0.413MAE (zero-shot)
7
Apr 20, 2026
2.09MAE
7
Apr 20, 2026
1Sinuosity
7
Feb 26, 2026