Privacy Classification on PrivacyAlert (test)
89.11AccuracySVMxIB
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| SVMxIBInterpretable=false2026.01 | 89.11 | 83.19 | 85.39 | 78.73 | 73.33 | 78.03 | 92.49 | 93.04 | 92.76 | |
| GATEDInterpretable=false2026.01 | 87.94 | 82.7 | 83.55 | 77.9 | 72.2 | 75 | 91 | 93.2 | 92.1 | |
| PrivLEXInterpretable=true2026.01 | 87.05 | 83.21 | 82.9 | 73.43 | 75.53 | 74.47 | 91.77 | 90.89 | 91.33 | |
| PrivxITMInterpretable=true2026.01 | 86.94 | 82.19 | 82.45 | 74.49 | 72.67 | 73.57 | 90.96 | 91.7 | 91.33 | |
| PEAKInterpretable=true2026.01 | 84.61 | 76.56 | 78.15 | 73.32 | 60.44 | 66.26 | 87.54 | 92.67 | 90 | |
| LR on 8PSInterpretable=true2026.01 | 80.67 | 80.44 | 76.84 | 58.25 | 80 | 67.42 | 92.39 | 80.89 | 86.26 | |
| GPT-4oInterpretable=false2026.01 | 75.9 | 77.71 | 72.5 | 51.19 | 81.33 | 62.83 | 92.24 | 74.09 | 82.17 | |
| Strategy-2Interpretable=true2026.01 | 73.83 | 74.11 | 69.83 | 48.55 | 74.67 | 58.84 | 89.67 | 73.55 | 80.81 |