Intrinsic Evaluation on Email Datasets
0.5416Pairwise CorrelationSynthetic-Satellite-Emails
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Synthetic-Satellite-EmailsData Type=Synthetic2026.03 | 0.5416 | 0.4586 | 2.8218 | 0 | 1,050.76 | |
| IWSPA-2023-AdversarialData Type=Synthetic2026.03 | 0.4079 | 0.5919 | 2.5094 | 0 | 276.48 | |
| LLM-Gen PhishingData Type=Synthetic2026.03 | 0.3094 | 0.6906 | 2.6969 | 0.2522 | 685.58 | |
| EnronData Type=Real2026.03 | 0.2798 | 0.7218 | 2.711 | 0 | 2,002.57 | |
| FinePersonas-EmailData Type=Synthetic2026.03 | 0.2333 | 0.768 | 2.808 | 0 | 681.5 | |
| Private w/o SpamData Type=Real2026.03 | 0.2094 | 0.7893 | 2.7079 | 7.6918 | 5,814.34 | |
| PersonaTraceData Type=Synthetic2026.03 | 0.2093 | 0.7898 | 2.8305 | 0.2532 | 1,437.87 | |
| PrivateData Type=Real2026.03 | 0.2066 | 0.7957 | 2.8332 | 13.697 | 10,036.44 | |
| W3C-EmailsData Type=Real2026.03 | 0.1796 | 0.8196 | 2.7872 | 0 | 2,224.89 | |
| Human-Gen PhishingData Type=Real2026.03 | 0.1686 | 0.8334 | 2.9257 | 0.002 | 3,332.91 |