Hate Speech Detection on BD-SHS
92.23F1 ScoreLlama-3.2-3B
Evaluation results
| Method | Links | |
|---|---|---|
| Llama-3.2-3BStudy=This Work, Approach=PEFT-LLM2025.10 | 92.23 | |
| BiLSTM+IFTStudy=Romim et al. (2022) [15], Approach=BiLSTM (DL)2025.10 | 91 | |
| NemoStudy=Sidibomma et al. (2025) [26], Approach=PEFT (LoRA)2025.10 | 90.05 | |
| Mistral-7BStudy=This Work, Approach=PEFT-LLM2025.10 | 88.94 | |
| Phi-3-mediumStudy=Sidibomma et al. (2025) [18], Approach=PEFT (LoRA)2025.10 | 88.91 | |
| OPT-1.3BStudy=Sen et al. (2024) [21], Approach=PEFT (LoRA)2025.10 | 83 | |
| XLM-RoBERTaStudy=Karim et al. (2021) [17], Approach=Transformer (BERT)2025.10 | 82 | |
| Gemma-3-4BStudy=This Work, Approach=PEFT-LLM2025.10 | 80.25 | |
| Conv-LSTMStudy=Karim et al. (2021) [17], Approach=Conv-LSTM (DL)2025.10 | 78 |