Feature Reconstruction on Adult 10k rows QIdemo RankSwap release 1.0 (test)
49.3Mean Reconstruction Accuracy (R_adv)Copy
Evaluation results
| Method | Links | |
|---|---|---|
| CopyTaxonomy branch=Reference points2026.06 | 49.3 | |
| CoBP-RATaxonomy branch=Message Passing, Novel=true2026.06 | 26.7 | |
| Random ForestTaxonomy branch=Isolation2026.06 | 25.7 | |
| knnTaxonomy branch=Isolation2026.06 | 25.5 | |
| Best chainTaxonomy branch=Autoregressive, strongest configuration=true2026.06 | 25.5 | |
| Best ensembleTaxonomy branch=Isolation, strongest configuration=true2026.06 | 25.3 | |
| LightGBMTaxonomy branch=Isolation2026.06 | 23.7 | |
| MultiHeadMLPTaxonomy branch=Joint Generative, Novel=true2026.06 | 23.4 | |
| mlpTaxonomy branch=Isolation2026.06 | 23.3 | |
| TabPFNTaxonomy branch=Isolation2026.06 | 23 | |
| CondDDPMTaxonomy branch=Joint Generative, Novel=true2026.06 | 22.8 | |
| ARFFormerTaxonomy branch=Autoregressive, Novel=true2026.06 | 22.6 | |
| Naive BayesTaxonomy branch=Isolation2026.06 | 22.2 | |
| svmTaxonomy branch=Isolation2026.06 | 21.5 | |
| CondMSTTaxonomy branch=Joint Generative, Novel=true2026.06 | 20.9 | |
| Logistic RegressionTaxonomy branch=Isolation2026.06 | 15.6 | |
| CondRePaintTaxonomy branch=Joint Generative, Novel=true2026.06 | 14.8 | |
| ModeTaxonomy branch=Reference points2026.06 | 10.5 | |
| RandomTaxonomy branch=Reference points2026.06 | 10.5 |