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Tabular Data Synthesis research benchmarks – Page 5 · SOTA2 Research

Tabular Data Synthesis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.963Shape Fidelity

2

Jun 4, 2026

1.05Shape

2

Jun 4, 2026

1Shape Similarity

2

Jun 4, 2026

1.34Shape

2

Jun 4, 2026

0.814Shape Score

2

Jun 4, 2026

1.42Shape Similarity

2

Jun 4, 2026

1.29Shape Fidelity

2

Jun 4, 2026

0.665Shape Score

2

Jun 4, 2026

15 Tabular Datasets (Solar Flare, Infrared Therm., Abalone, Insurance, Beijing, News, Diabetic Retin., Adult, Default, Magic, Bank, Student Perf., Contraceptive, Music, Diamonds)

94.9Precision

2

May 8, 2026

Page 5 of 5

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