Phishing Detection on Pooled Email Dataset (Nigerian, Nazario, Enron, SpamAssassin, and TREC-07)
99.8RecallMultiPhishGuard
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| MultiPhishGuard2025.05 | 99.8 | 92.26 | 97.89 | 95.88 | 97.27 | 2.73 | 0.2 | |
| Single Agent2025.05 | 99.39 | 61.31 | 84.42 | 75.84 | 79.53 | 20.47 | 0.61 | |
| CoT2025.05 | 99.08 | 64.93 | 86.6 | 78.45 | 82.53 | 17.47 | 0.92 | |
| RoBERTa-base2025.05 | 98.37 | 86.21 | 95.73 | 91.89 | 94.87 | 5.13 | 1.63 |