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ResearchFormerly WizWand

Causal Matrix Completion

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

MNAR data High Proportion λ = 0.02

22.66FR (%)

2

Mar 13, 2026

MNAR data λ = 0.02 (Medium Proportion)

33.88FR

2

Mar 13, 2026

MNAR data Low Proportion λ = 0.02

9.57FR (%)

2

Mar 13, 2026

MCAR High (p(d) = 0.05)

11.34FR

2

Mar 13, 2026

MCAR Medium (p(d) = 0.025)

63.73FR (%)

2

Mar 13, 2026

MCAR Low (p(d) = 0.01)

0.03FR (%)

2

Mar 13, 2026

MNAR High Proportion lambda=0.05

4.17FR Rate

2

Mar 13, 2026

MNAR Medium Proportion lambda=0.05

0.38FR (%)

2

Mar 13, 2026

MNAR Low Proportion lambda=0.05

0.19FR Rate

2

Mar 13, 2026