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Manifold Sampling research benchmarks · SOTA2 Research

Manifold Sampling

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

1D Darcy inverse codim 3 d=16 (test)

Rejection floor (gold)

0.012W1 Value

4

Jun 4, 2026

1D Darcy inverse (codim 3), d=8 (test)

Rejection floor (gold)

0.009W1 Distance

4

Jun 4, 2026

0.08Sinkhorn Distance (W2^2)

4

May 13, 2026

0.13Sinkhorn Distance (W2^2)

4

May 13, 2026

0.05Sinkhorn Distance (W2^2)

4

May 13, 2026

Disconn. Disks 3d

0.01Sinkhorn Distance (W2^2)

4

May 13, 2026

Connect. Disks 3d

0Sinkhorn Distance (W2^2)

4

May 13, 2026

Popular datasets

Swiss roll Sine Connect. Disks Disconn. Disks Seven Lobes

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