Botnet detection on BRIDGE (test) benchmark leaderboard · SOTA2 Research

Botnet detection on BRIDGE (test)

82.96F1 ScoreTCH-Net

Evaluation Results

Method	Links
TCH-Net2026.04		82.96	93.8	0.6972	89.12	—
Transformer-IDS2026.04		79.58	91.47	0.6255	86.99	0.0338
1D-CNN-IDS2026.04		79.32	90.76	0.6213	86.01	0.0364
CNN-LSTM2026.04		79.19	90.56	0.6208	85.78	0.0377
BiLSTM-IDS2026.04		78.05	89.75	0.5972	84.41	0.0491
BiGRU-IDS2026.04		78.05	89.62	0.5987	84.38	0.0491
DeepDefense2026.04		76.27	87.76	0.5638	81.92	0.0669
XGBoost2026.04		72.65	87.04	0.5542	79.89	0.1031
GraphSAGE-Approx2026.04		70.97	82.59	0.4465	74.03	0.1199
Kitsune-AE2026.04		70.45	82	0.4362	73.48	0.1251
MLP-IDS2026.04		70.39	81.52	0.4348	73.11	0.1257
IoT-DNN2026.04		70.09	81.46	0.4278	72.86	0.1287
Random Forest2026.04		43.23	80.05	0.3557	62.14	0.3973