Phishing Detection on Phishing URL dataset (test)
99.819AccuracyOur Ensemble
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Our Ensemble2025.12 | 99.819 | 100 | 99.635 | 99.947 | |
| Yang et al.2025.12 | 99.45 | 99.32 | 99.58 | — | |
| Le et al.2025.12 | 98.7 | 98.45 | 98.95 | — | |
| Traditional ML2025.12 | 95.8 | 94.23 | 96.12 | — | |
| Blacklist-based2025.12 | 78.4 | 98.76 | 62.34 | — |