Phishing Detection on UCI, OpenPhish, EvilGinx, and GenAI Average (test)
99.78AccuracyDistilBERT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DistilBERTModel Type=Transformer2026.05 | 99.78 | 99.95 | 99.63 | 99.79 | 100 | |
| BERTModel Type=Transformer2026.05 | 99.73 | 99.95 | 99.52 | 99.73 | 99.99 | |
| BERT-PhishFinderModel Type=Transformer2026.05 | 99.62 | 99.93 | 99.39 | 99.66 | 99.96 | |
| CodeBERTModel Type=Transformer2026.05 | 99.55 | 99.85 | 99.34 | 99.59 | 99.95 |