Phishing detection on DynaPD
97.23AccuracyURLTran
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| URLTran2026.02 | 97.23 | 98.2 | 97.91 | 98.49 | |
| PhishLLM2026.02 | 85.81 | 84.33 | 77.4 | — | |
| PhishLLM2026.02 | 85.81 | 84.33 | 77.4 | 92.62 | |
| MPA2026.02 | 82.8 | 84.48 | 93.6 | — | |
| MPA2026.02 | 82.8 | 84.48 | 93.6 | 76.97 | |
| MLLM2026.02 | 75.53 | 74.49 | 77.81 | — | |
| MLLM2026.02 | 75.53 | 74.49 | 77.81 | 71.43 | |
| PhishIntention2026.02 | 67.3 | 53.5 | 37.4 | — | |
| PhishIntention2026.02 | 67.3 | 53.5 | 37.4 | 90.79 |