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Papers Benchmarks Datasets Tasks

PMF Estimation research benchmarks · SOTA2 Research

PMF Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Beta-Binomial distribution

0.67Max Error (%)

3

May 22, 2026

Negative Binomial distribution

1.7Max Error (%)

3

May 22, 2026

Geometric distribution

22Max Error (%)

3

May 22, 2026

Binomial distribution

11Max Error

3

May 22, 2026

Poisson distribution

10Max Error

3

May 22, 2026

Binomial mixture distribution

2Max Error (%)

2

May 22, 2026

ZINB (Zero-inflated Negative Binomial) distribution

1.05Max Error (%)

2

May 22, 2026

ZIG (Zero-inflated Geometric) distribution

36Max Error (%)

2

May 22, 2026

ZIP (Zero-inflated Poisson) distribution

50Max Error (%)

2

May 22, 2026

Popular datasets

Poisson distribution Binomial distribution Geometric distribution Negative Binomial distribution Beta-Binomial distribution

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