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Synthetic Distribution Generation research benchmarks · SOTA2 Research

Synthetic Distribution Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.11W1 Distance

2

May 4, 2026

Zipf Synthetic Distribution

0.18W1

2

May 4, 2026

Beta-Negative-Binomial (BNB) Synthetic Distribution

0.67W1 Score

2

May 4, 2026

Negative-Binomial-Mixture (NBM) (Synthetic Distribution)

1.39W1 Distance

2

May 4, 2026

Zero-Inflated-Poisson (ZIP) Synthetic

0.09W1 Score

2

May 4, 2026

Poisson Mixture

0.99W1 Score

2

May 4, 2026

Poisson Synthetic Distribution

0.08W1 Score

1

May 4, 2026

Popular datasets

Poisson Poisson Mixture Zero-Inflated-Poisson Negative-Binomial-Mixture Beta-Negative-Binomial (BNB)

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