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Benchmarks
IoT Intrusion Detection on 6h
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99.89
F1 Micro
RF
98.8916
99.1508
99.41
99.6692
May 29, 2026
F1 Micro
F1 Macro
Updated 1d ago
Evaluation Results
Method
Method
Links
F1 Micro
F1 Macro
RF
Source=This study, SMO...
2026.05
99.89
97.94
HistGB
Source=This study, SMO...
2026.05
99.88
-
LightGBM
Source=This study, SMO...
2026.05
99.84
-
Extra Trees
Source=This study, SMO...
2026.05
99.83
-
XGBoost
Source=This study, SMO...
2026.05
99.81
96.27
TSF
Source=Base paper [1],...
2026.05
99.78
-
RF
Source=Base paper [1],...
2026.05
99.66
-
XBT
Source=Base paper [1],...
2026.05
99.57
-
KNN
Source=This study, SMO...
2026.05
99.54
92.8
KNN
Source=Base paper [1],...
2026.05
99.07
-
MLP
Source=This study, SMO...
2026.05
99.04
-
DT
Source=This study, SMO...
2026.05
98.93
82.99
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