Classification on DP Scaled Datasets 2x
84.84AccuracyNP Baseline
Evaluation results
| Method | Links | |
|---|---|---|
| NP BaselineDownstream model=FT-Transformer2026.04 | 84.84 | |
| NP BaselineDownstream model=MLP2026.04 | 79.44 | |
| DPDSynDownstream model=FT-Transformer2026.04 | 78.01 | |
| DPDSynDownstream model=MLP2026.04 | 77.62 | |
| NP BaselineDownstream model=SVM2026.04 | 77.56 | |
| DPDSynDownstream model=SVM2026.04 | 77.34 | |
| ABSynDownstream model=FT-Transformer2026.04 | 75.7 | |
| ABSynDownstream model=SVM2026.04 | 75.08 | |
| ABSynDownstream model=MLP2026.04 | 75 | |
| MSTDownstream model=SVM2026.04 | 73.31 | |
| MSTDownstream model=FT-Transformer2026.04 | 73.26 | |
| MSTDownstream model=MLP2026.04 | 72.9 | |
| MWEMDownstream model=FT-Transformer2026.04 | 72.32 | |
| MWEMDownstream model=SVM2026.04 | 71.77 | |
| MWEMDownstream model=MLP2026.04 | 70.92 | |
| PrivSynDownstream model=SVM2026.04 | 54.38 | |
| DP GANDownstream model=MLP2026.04 | 52.43 | |
| DP GANDownstream model=SVM2026.04 | 51.67 | |
| DP GANDownstream model=FT-Transformer2026.04 | 51.67 | |
| PrivSynDownstream model=MLP2026.04 | 50.61 | |
| PrivSynDownstream model=FT-Transformer2026.04 | 49.02 |