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981d431 | 1 2 3 4 5 6 7 8 | Model,Accuracy (%),Precision (%),Recall (%),Macro-F1 (%),ROC-AUC,FPR (%),FNR (%)
Unimodal URL Lexical,78.1,78.16,79.24,78.08,0.8656,23.08,20.76
Unimodal Standard HTML/DOM,88.6,87.87,90.11,88.59,0.9571,12.97,9.89
Unimodal Visual Identity (CNN),89.5,87.24,93.05,89.47,0.9633,14.2,6.95
Disentangled DOM + Hard-Mining,93.0,91.75,94.81,92.99,0.9838,8.89,5.19
Hybrid Multimodal (Supervised),95.3,93.12,98.04,95.29,0.9937,7.56,1.96
Proposed Framework (Multimodal + PhishSSL),99.0,98.73,99.31,99.0,0.9993,1.33,0.69
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