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Goodness-of-fit testing research benchmarks · SOTA2 Research

Goodness-of-fit testing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Synthetic contaminated distribution 10% contamination

1Test Power

15

May 26, 2026

1Rejection Rate

15

Feb 26, 2026

2Rejection Rate

9

Feb 26, 2026

RBM perturbation=0.06

100Null Rejection Rate

7

May 1, 2026

RBM (perturbation=0.04)

100Null Rejection Rate

7

May 1, 2026

RBM perturbation=0.02

100Null Rejection Rate

7

May 1, 2026

RBM perturbation=0

0Null Rejection Rate

7

May 1, 2026

Dolphin network

0P-value

6

Apr 2, 2026

Zachary’s Karate Club network

0.01IRG-gKSS_e

4

Apr 2, 2026

Florentine marriage network

0.965P-value

3

Apr 2, 2026

Karate Club network

0AgraSSt

3

Feb 26, 2026

96Rejection Rate

3

Feb 26, 2026

Popular datasets

RBM CIFAR CIFAR10 MNIST Dolphin

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