Phishing Detection on SocPhish
96.57AccuracyMPA
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MPA2026.02 | 96.57 | 90.34 | 92.57 | 91.44 | |
| URLTran2026.02 | 83.53 | 85.71 | 91.79 | 80.39 | |
| MLLM2026.02 | 82.5 | 83.12 | 86.2 | 80.26 | |
| PhishIntention2026.02 | 70 | 60 | 88 | 46 | |
| PhishLLM2026.02 | 60.8 | 47.45 | 35.4 | 71.95 |