Classification on Smoking Dataset
74.63AccuracyNP Baseline
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NP BaselineDownstream Model=MLP2026.04 | 74.63 | 69.02 | |
| DPDSynDownstream Model=FT-Transformer2026.04 | 73.68 | 66.28 | |
| DPDSynDownstream Model=SVM2026.04 | 73.61 | 65.55 | |
| NP BaselineDownstream Model=SVM2026.04 | 73.57 | 66.5 | |
| NP BaselineDownstream Model=FT-Transformer2026.04 | 73.5 | 68.26 | |
| DPDSynDownstream Model=MLP2026.04 | 72.75 | 64.98 | |
| PrivPetalDownstream Model=SVM2026.04 | 70.95 | 61.67 | |
| PrivPetalDownstream Model=MLP2026.04 | 70.73 | 61.1 | |
| PrivPetalDownstream Model=FT-Transformer2026.04 | 70.59 | 61.79 | |
| AIMDownstream Model=SVM2026.04 | 69.45 | 56.11 | |
| AIMDownstream Model=MLP2026.04 | 69.18 | 55.01 | |
| ABSynDownstream Model=FT-Transformer2026.04 | 69.01 | 39.1 | |
| AIMDownstream Model=FT-Transformer2026.04 | 68.89 | 56.49 | |
| ABSynDownstream Model=SVM2026.04 | 68.67 | 38.72 | |
| MSTDownstream Model=MLP2026.04 | 63.29 | 0 | |
| MSTDownstream Model=SVM2026.04 | 63.28 | 0 | |
| MSTDownstream Model=FT-Transformer2026.04 | 63.08 | 0 | |
| MWEMDownstream Model=SVM2026.04 | 61.74 | 35.56 | |
| ABSynDownstream Model=MLP2026.04 | 60.29 | 24.79 | |
| MWEMDownstream Model=FT-Transformer2026.04 | 59.49 | 29.37 | |
| MWEMDownstream Model=MLP2026.04 | 59.3 | 27.23 | |
| DP GANDownstream Model=SVM2026.04 | 52.22 | 39.69 | |
| DP GANDownstream Model=FT-Transformer2026.04 | 52.12 | 39.04 | |
| DP GANDownstream Model=MLP2026.04 | 50.97 | 37.23 |