Binary Classification on LeMay Modbus CSET'16 (test)
99.93AccuracyLightGBM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LightGBM2026.04 | 99.93 | 99.93 | 100 | 99.94 | |
| KAN2026.04 | 99.72 | 99.71 | 99.66 | 99.75 | |
| Logistic Regression2026.04 | 99.65 | 99.64 | 100 | 99.69 | |
| DistilBERT2026.04 | 99.65 | 99.64 | 99.5 | 99.68 | |
| LLM (prompt-only)mode=prompt-only2026.04 | 98.22 | 98.2 | 100 | 98.38 |