| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| phishllm-dataset set 2 (test) | Accuracy87.5 | 13 | 1mo ago | ||
| HTML-based PI (test) | InjectDefuser | ASR0.3 | 12 | 1mo ago | |
| Infrastructure Phishing infra_aware | Infra Recall98.6 | 11 | 23d ago | ||
| Phishing URL dataset (test) | Our Ensemble | Accuracy99.819 | 5 | 1mo ago | |
| ETH Phishing | ExSTraQt | Minority Class F1 Score67.03 | 4 | 13d ago | |
| Mendeley and TR-OP averaged | PhishDebate | Precision90.57 | 3 | 1mo ago | |
| PhishLLM field-study | Revealed Count1,029 | 2 | 1mo ago | ||
| DynaPhish field-study | SpecularNet | Count Revealed1,350 | 2 | 1mo ago | |
| PhishSnap (test) | PhishSnap | Precision76 | 1 | 1mo ago |
