Synthetic Text Generation on PubMed
0.54Mean Embedding SimilarityPrivate
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PrivatePrivacy budget (ε)=∞2026.02 | 0.54 | 0.88 | 0.06 | |
| DP-RFTPrivacy budget (ε)=12026.02 | 0.52 | 0.74 | 0.47 | |
| DP-RFTPrivacy budget (ε)=22026.02 | 0.51 | 0.73 | 0.45 | |
| Aug-PEPrivacy budget (ε)=42026.02 | 0.49 | 0.79 | 0.39 | |
| DP-RFTPrivacy budget (ε)=42026.02 | 0.49 | 0.71 | 0.48 | |
| Aug-PEPrivacy budget (ε)=∞2026.02 | 0.48 | 0.77 | 0.39 | |
| DP-RFTPrivacy budget (ε)=∞2026.02 | 0.47 | 0.7 | 0.46 | |
| Aug-PEPrivacy budget (ε)=22026.02 | 0.46 | 0.74 | 0.41 | |
| QWENPrivacy budget (ε)=∞2026.02 | 0.44 | 0.73 | 0.5 | |
| Aug-PEPrivacy budget (ε)=12026.02 | 0.43 | 0.7 | 0.46 |