Evaluation
Turing Test
Evaluate synthetic data indistinguishability by testing whether domain experts can differentiate it from real data.
The Ultimate Realism Check
Expert Discrimination Trials
Present mixed real and synthetic records to domain experts and measure their ability to tell them apart.
Visual Plausibility
Generate visual summaries and side-by-side comparisons to assess qualitative realism at a glance.
Adversarial Testing
Use machine-learning classifiers as adversarial discriminators — lower detection rates indicate higher realism.
