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Benchmarks
Phishing Detection on Pooled Email Dataset (Nigerian, Nazario, Enron, SpamAssassin, and TREC-07)
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99.8
Recall
MultiPhishGuard
98.3128
98.6989
99.085
99.4711
May 26, 2025
Recall
Precision
Accuracy
F1 Score
TNR
FPR
FNR
Updated 8d ago
Evaluation Results
Method
Method
Links
Recall
Precision
Accuracy
F1 Score
TNR
FPR
FNR
MultiPhishGuard
2025.05
99.8
92.26
97.89
95.88
97.27
2.73
0.2
Single Agent
2025.05
99.39
61.31
84.42
75.84
79.53
20.47
0.61
CoT
2025.05
99.08
64.93
86.6
78.45
82.53
17.47
0.92
RoBERTa-base
2025.05
98.37
86.21
95.73
91.89
94.87
5.13
1.63
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