Toxicity Detection on IHC
73.42AccuracyMetaTox
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MetaToxBackbone Model=Qwen2.5-14B-Instruct2024.12 | 73.42 | 69.42 | 69.78 | 11.64 | |
| MetaToxBackbone Model=Llama3.1-8B-Instruct2024.12 | 69.04 | 68.85 | 63.63 | 34.23 | |
| Vanilla LLMBackbone Model=Qwen2.5-14B-Instruct2024.12 | 66.34 | 66.32 | 64.38 | 48.42 | |
| RAGBackbone Model=Qwen2.5-14B-Instruct2024.12 | 63.36 | 63.34 | 67.21 | 43.24 | |
| RAGBackbone Model=Llama3.1-8B-Instruct2024.12 | 52.84 | 51.01 | 61.15 | 72.97 | |
| Vanilla LLMBackbone Model=Llama3.1-8B-Instruct2024.12 | 50.79 | 48.03 | 62.97 | 77.63 | |
| HateBERTMode=SFT2024.12 | 45.86 | 45.06 | 39.88 | 61.86 | |
| BERTMode=SFT2024.12 | 40.36 | 37.66 | 33.27 | 84.23 |