Tabular Classification on Adult Income (TRTR/TSTR Evaluation)
0.9063TRTR AUROCIndependent
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| IndependentMethod=Independent2026.05 | 0.9063 | 0.5667 | -0.3396 | 76 | 0.2 | — | |
| GaussianMethod=Gaussian2026.05 | 0.9063 | 0.8023 | -0.104 | 80.57 | 43.09 | — | |
| RandomForestMethod=RandomForest2026.05 | 0.9063 | 0.877 | -0.0293 | 80.98 | 39.14 | — | |
| XGBoostMethod=XGBoost2026.05 | 0.9063 | 0.84 | -0.0663 | 79.61 | 26.9 | — | |
| CTGANMethod=CTGAN2026.05 | 0.9061 | 0.8699 | -0.0362 | 82.35 | 59.39 | — | |
| TVAEMethod=TVAE2026.05 | 0.9061 | 0.8729 | -0.0331 | 80.36 | 65.48 | — | |
| Non-privateε=∞, Public data usage=N/A2026.06 | — | — | — | — | — | 0.781 | |
| PromptPATEε=10, Public data usage=Uses public in-distribution data for teacher queries2026.06 | — | — | — | — | — | 0.734 | |
| TabPATE-Mε=10, Public data usage=None, Query strategy=Marginal2026.06 | — | — | — | — | — | 0.781 | |
| TabPATE-Rε=10, Public data usage=None, Query strategy=Random2026.06 | — | — | — | — | — | 0.775 |