Tabular Data Synthesis on FAITH Framework 9 Clinical Datasets
97.47Overall FAITH ScoreMostlyAI
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MostlyAIBehavioral Profile=Balanced Commercial Baseline2026.04 | 97.47 | 99.93 | 90.26 | 99.7 | 99.99 | |
| TaeganBehavioral Profile=High Constraint / Lower Correlation2026.04 | 95.72 | 100 | 86.18 | 100 | 96.71 | |
| DISCO-TABBehavioral Profile=Precision via Manifold Adherence2026.04 | 77.03 | 87.5 | 98.39 | 23.03 | 99.2 | |
| Tab-DDPMBehavioral Profile=Privacy via Noise (High Integrity, Low Factuality)2026.04 | 67.73 | 19.76 | 87.22 | 100 | 63.92 |