Noteworthy Thread Detection on Dark Web Hacking Forums (5-fold cross validation)
75.93PrecisionDarkBERT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DarkBERTInput=Raw2023.05 | 75.93 | 43.08 | 52.85 | |
| DarkBERTInput=Preprocessed2023.05 | 72.44 | 45.13 | 54.17 | |
| BERT casedInput=Preprocessed2023.05 | 61.43 | 20.48 | 28.81 | |
| BERT casedInput=Raw2023.05 | 55.09 | 19.91 | 26.9 | |
| BERT uncasedInput=Raw2023.05 | 52.34 | 23.49 | 28.51 | |
| BERT uncasedInput=Preprocessed2023.05 | 45.46 | 21.52 | 26.16 | |
| RoBERTaInput=Preprocessed2023.05 | 29.04 | 15.27 | 18.71 | |
| RoBERTaInput=Raw2023.05 | 28.97 | 17.89 | 21.38 |