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ResearchFormerly WizWand

Distributional matrix completion

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

1D Simulated Datasets Unobserved Entries m1=m2=100, p=0.6, N=5 (test)

0.029Retrieval Error (M)

3

Jun 4, 2026

1D Simulated Datasets Entire Matrix m1=m2=100, p=0.6, N=5

0.044Re(M)

3

Jun 4, 2026

Synthetic 2D Distributional Matrix (test)

0.018Retrieval M1

2

Jun 4, 2026

Synthetic 2D Distributional Matrix Observed

0.02M1 Error (Real Part)

2

Jun 4, 2026

NYC taxi trip dataset (test)

0.002Re_t (MMD)

2

Jun 4, 2026