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Simulation-Based Inference research benchmarks – Page 4 · SOTA2 Research

Simulation-Based Inference

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SBIBM Bernoulli GLM (test)

55.7C2ST Accuracy

1

May 28, 2026

SBIBM SLCP (test)

54.9C2ST Accuracy

1

May 28, 2026

SBIBM Two Moons (test)

50.4C2ST Accuracy

1

May 28, 2026

SBIBM Gaussian Mixture (test)

50.1C2ST Accuracy

1

May 28, 2026

SBIBM Gaussian Linear (test)

50.7C2ST Accuracy

1

May 28, 2026

1PFN-NPE Best

1

May 11, 2026

SBIBM reference

2PFN-NPE Best Score

1

May 11, 2026

Page 4 of 4

Popular datasets

SBIBM SLCP SIR Ricker Ornstein-Uhlenbeck process (OUP)

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