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Constrained Generation research benchmarks · SOTA2 Research

Constrained Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

l2-ball constrained set (d=8) 1.0 (synthetic)

Reflected Diffusion

0Constraint Violation Rate

16

May 1, 2026

Simplices (test)

1W1 Distance

15

Feb 26, 2026

l2-ball constrained set d=20 1.0 (synthetic)

Reflected Diffusion

0Constraint Violation Rate

9

May 1, 2026

Experimental Grid Oracle SEM (All experiments)

99Score

7

Mar 5, 2026

l2-ball constrained set (d=6) 1.0 (synthetic)

Reflected Diffusion

0Constraint Violation Rate

2

Feb 26, 2026

l2-ball constrained set d=2 Spiral 1.0 (synthetic)

Reflected Diffusion

0Constraint Violation Rate

2

Feb 26, 2026

l2-ball constrained set (d=2, Gaussian Mixture) 1.0 (synthetic)

Reflected Diffusion

0Constraint Violation Rate

2

Feb 26, 2026

l2-ball 1000 samples d=20

—

—Primary metric

0

Feb 26, 2026

l2-ball 1000 samples d=8

—

—Primary metric

0

Feb 26, 2026

l2-ball d=6 (1000 samples)

—

—Primary metric

0

Feb 26, 2026

l2-ball 1000 samples d=4

—

—Primary metric

0

Feb 26, 2026

l2-ball d=2 (1000 samples)

—

—Primary metric

0

Feb 26, 2026

Popular datasets

l2-ball constrained set l2-ball Simplices Experimental Grid

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