Cyberattack Detection on TCDR (test) benchmark leaderboard · SOTA2 Research

Cyberattack Detection on TCDR (test)

97.62Detection RateDistilBERT

Evaluation Results

Method	Links
DistilBERT2026.01		97.62	99.84	100	98.81	100	99.36
GPT-22026.01		97.06	99.8	99.9	98.53	100	99.2
GRU2026.01		96.98	99.78	99.88	98.49	100	99.17
CNN2026.01		96.48	99.74	99.86	98.24	100	99.03
Random Forest2026.01		95.73	99.68	99.83	97.86	100	98.82
KNN2026.01		95.6	99.66	99.76	97.8	100	98.75
XGBoost2026.01		94.85	99.62	99.79	97.42	100	98.57
LSTM2026.01		94.35	99.58	99.77	97.17	100	98.43
Decision Tree2026.01		93.59	98.56	96.89	96.71	99.8	97.61
SVM2026.01		92.34	99.43	99.69	96.17	100	97.85
DistilBERT+LoRA2026.01		92.31	99.49	99.73	96.15	100	97.86
Naive Bayes2026.01		69.85	85.05	63.14	78.06	78.06	66.22
Logistic Regression2026.01		68.22	97.64	98.75	84.11	100	89.92