Classification on DP Scaled Datasets 3x
84.97AccuracyNP Baseline
Evaluation results
| Method | Links | |
|---|---|---|
| NP BaselineDownstream model=FT-Transformer2026.04 | 84.97 | |
| NP BaselineDownstream model=MLP2026.04 | 80.99 | |
| DPDSynDownstream model=MLP2026.04 | 78.3 | |
| DPDSynDownstream model=FT-Transformer2026.04 | 78.25 | |
| NP BaselineDownstream model=SVM2026.04 | 77.9 | |
| DPDSynDownstream model=SVM2026.04 | 77.87 | |
| ABSynDownstream model=FT-Transformer2026.04 | 75.07 | |
| ABSynDownstream model=SVM2026.04 | 74.99 | |
| ABSynDownstream model=MLP2026.04 | 74.89 | |
| MSTDownstream model=SVM2026.04 | 73.59 | |
| MSTDownstream model=FT-Transformer2026.04 | 73.1 | |
| MSTDownstream model=MLP2026.04 | 72.99 | |
| MWEMDownstream model=FT-Transformer2026.04 | 72.75 | |
| MWEMDownstream model=SVM2026.04 | 72.22 | |
| MWEMDownstream model=MLP2026.04 | 72.01 | |
| DP GANDownstream model=FT-Transformer2026.04 | 54.73 | |
| PrivSynDownstream model=SVM2026.04 | 54.46 | |
| DP GANDownstream model=MLP2026.04 | 54.34 | |
| DP GANDownstream model=SVM2026.04 | 53.93 | |
| PrivSynDownstream model=MLP2026.04 | 51.07 | |
| PrivSynDownstream model=FT-Transformer2026.04 | 48.36 |