Matrix completion
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
6.4Relative MSE Improvement (Out-of-Sample)
5
Mar 12, 2026
8.21Relative Improvement in Out-of-Sample MSE
5
Mar 12, 2026
8.83Relative Improvement in Out-of-Sample MSE
5
Mar 12, 2026
9.93Relative Improvement in MSE (OOS)
5
Mar 12, 2026
0.908RMSE
5
Feb 26, 2026
0.71RMSE (Train)
4
May 27, 2026
0.847RMSE (Validation)
4
May 27, 2026
4.186RMSE
4
Apr 9, 2026
0.005RMSE
4
Feb 26, 2026
0.815RMSE
3
Jun 4, 2026
0.186NMAE
3
Jun 4, 2026
0.789RMSE (10-NN)
3
Feb 26, 2026
0.28RMSE
3
Feb 26, 2026
20.5RMSE
3
Feb 26, 2026
0.734RMSE
3
Feb 26, 2026
0.941RMSE (user graph only)
3
Feb 26, 2026
3.903RMSE
2
May 27, 2026
4.19RMSE
2
May 27, 2026
0.036RMSE
2
Feb 26, 2026
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—Primary metric
0
Feb 26, 2026