Binary Classification on CICIoT 2023 (test)
100AccuracyExtra Trees Classifier
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Extra Trees ClassifierCategory=Binary2025.10 | 100 | 100 | 100 | 100 | |
| RFCategory=Binary2025.10 | 99.55 | 99.55 | 99.55 | 99.55 | |
| LSTM-based IDS2026.03 | 99.42 | — | — | — | |
| CNN-based IDS2026.03 | 99.34 | — | — | — | |
| HetIoT CNN-IDS2026.03 | 99.2 | — | — | — | |
| MLPCategory=Binary2025.10 | 98.83 | 99 | 99 | 99 | |
| RFCategory=Binary, Reference=[29]2025.10 | 95.64 | — | 99.45 | 99.45 |