Classification on Br2000 (test)
82.21AccuracyNP Baseline
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NP BaselineDownstream Model=MLP2026.04 | 82.21 | 61.68 | |
| DPDSynDownstream Model=SVM2026.04 | 81.89 | 62.41 | |
| NP BaselineDownstream Model=SVM2026.04 | 81.74 | 61.05 | |
| PrivMRFDownstream Model=MLP2026.04 | 81.72 | 61.97 | |
| AIMDownstream Model=FT-Transformer2026.04 | 81.69 | 61.93 | |
| AIMDownstream Model=MLP2026.04 | 81.58 | 60.71 | |
| DPDSynDownstream Model=MLP2026.04 | 81.58 | 60.87 | |
| PrivMRFDownstream Model=FT-Transformer2026.04 | 81.56 | 62.37 | |
| AIMDownstream Model=SVM2026.04 | 81.54 | 60.57 | |
| ABSynDownstream Model=SVM2026.04 | 81.52 | 59.97 | |
| ABSynDownstream Model=FT-Transformer2026.04 | 81.52 | 61.13 | |
| PrivMRFDownstream Model=SVM2026.04 | 81.5 | 60.53 | |
| NP BaselineDownstream Model=FT-Transformer2026.04 | 81.34 | 62.9 | |
| PrivPetalDownstream Model=SVM2026.04 | 81.11 | 58.74 | |
| DPDSynDownstream Model=FT-Transformer2026.04 | 81.05 | 58.53 | |
| PrivPetalDownstream Model=MLP2026.04 | 79.97 | 57.46 | |
| MWEMDownstream Model=SVM2026.04 | 79.37 | 56.11 | |
| MSTDownstream Model=SVM2026.04 | 79.3 | 55.94 | |
| MWEMDownstream Model=FT-Transformer2026.04 | 79.26 | 55.71 | |
| MWEMDownstream Model=MLP2026.04 | 79.17 | 55.17 | |
| PrivPetalDownstream Model=FT-Transformer2026.04 | 79.13 | 57.54 | |
| MSTDownstream Model=FT-Transformer2026.04 | 79.08 | 55.45 | |
| MSTDownstream Model=MLP2026.04 | 78.82 | 53.4 | |
| PrivSynDownstream Model=SVM2026.04 | 75.92 | 31.68 | |
| PrivSynDownstream Model=MLP2026.04 | 70.67 | 31.97 | |
| ABSynDownstream Model=MLP2026.04 | 69.76 | 31.48 | |
| PrivSynDownstream Model=FT-Transformer2026.04 | 62.64 | 26.6 | |
| DP GANDownstream Model=FT-Transformer2026.04 | 51.29 | 28.83 | |
| DP GANDownstream Model=MLP2026.04 | 50.31 | 27.23 | |
| DP GANDownstream Model=SVM2026.04 | 50.31 | 30.64 |