Spam Detection on Spam Detection dataset
0.98F1 ScoreCompFreeze-based SecureBERT
Evaluation Results
| Method | Links | |
|---|---|---|
| CompFreeze-based SecureBERTLayer Selection Strategy=Odd-LC2026.01 | 0.98 | |
| CompFreeze-based SecureBERTLayer Selection Strategy=Even-LC2026.01 | 0.98 | |
| CompFreeze-based SecureBERTLayer Selection Strategy=Upper-LC2026.01 | 0.98 | |
| CompFreeze-based SecureBERTLayer Selection Strategy=Lower-LC2026.01 | 0.98 | |
| CompFreeze-based CyBERTLayer Selection Strategy=Upper-LC2026.01 | 0.96 | |
| CompFreeze-based CyBERTLayer Selection Strategy=Odd-LC2026.01 | 0.95 | |
| CompFreeze-based CyBERTLayer Selection Strategy=Even-LC2026.01 | 0.95 | |
| CompFreeze-based CysecBERTLayer Selection Strategy=Upper-LC2026.01 | 0.95 | |
| ChatGPT (GPT-4)2026.01 | 0.94 | |
| CompFreeze-based CysecBERTLayer Selection Strategy=Odd-LC2026.01 | 0.93 | |
| CompFreeze-based CysecBERTLayer Selection Strategy=Even-LC2026.01 | 0.93 | |
| LLaMA2026.01 | 0.92 | |
| CompFreeze-based CyBERTLayer Selection Strategy=Lower-LC2026.01 | 0.92 | |
| CompFreeze-based CysecBERTLayer Selection Strategy=Lower-LC2026.01 | 0.92 |