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Toxicity Classification on COLD (test)

83.84Accuracy

RoBERTa + ToxiTrace

Updated 4d ago

Evaluation Results

Method	Links
RoBERTa + ToxiTrace 2026.04		83.84	86.19	76.14	80.85	83.68
MacBERT + ToxiTrace 2026.04		83.22	86.19	75.1	80.27	83.13
LLaMA3.1-8B (SFT) 2026.04		83	87.13	74.37	80.19	82.19
Qwen3-8B + ToxiTrace 2026.04		82.96	82.49	76.38	79.41	82.39
RoBERTa 2026.04		82.68	86.37	74.42	79.8	82.56
LLaMA2-7B (SFT) 2026.04		82.43	86.28	73.78	79.54	82.46
Qwen3-8B (SFT) 2026.04		82.25	82.68	75.02	78.66	81.87
LLaMA3.1-8B + ToxiTrace 2026.04		82.15	88.42	72.52	79.68	81.89
GPT-4o 2026.04		74.49	67.79	66.98	67.38	73.22
DeepSeek-V3.2 2026.04		74.23	59.23	70.91	64.55	72.51
Qwen3-8B 2026.04		74.03	59.9	70.15	64.62	72.33
LLaMA3.1-8B 2026.04		73.91	51.46	74.58	60.9	72