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Toxicity Classification on ToxiCN (test)

83.87Accuracy

MacBERT + ToxiTrace

Updated 4d ago

Evaluation Results

Method	Links
MacBERT + ToxiTrace 2026.04		83.87	87.99	82.61	85.21	83.83
RoBERTa + ToxiTrace 2026.04		83.62	87.05	82.82	84.88	83.56
LLaMA3.1-8B (SFT) 2026.04		83.02	86.08	82.52	84.26	82.96
Qwen3-8B + ToxiTrace 2026.04		82.91	83.44	84.1	83.77	82.86
RoBERTa 2026.04		82.7	84.38	83.4	83.89	82.81
LLaMA3.1-8B + ToxiTrace 2026.04		82.33	84.93	82.22	83.55	82.23
Qwen3-8B (SFT) 2026.04		82.08	83.52	82.74	83.12	82.02
LLaMA2-7B (SFT) 2026.04		81.25	84.62	80.81	82.67	81.18
GPT-4o 2026.04		73.2	65.66	66.98	67.38	73.22
Qwen3-8B 2026.04		71.44	82.94	69.13	75.41	71.51
LLaMA3.1-8B 2026.04		65.18	44.29	81.61	57.42	68.25
DeepSeek-V3.2 2026.04		60.66	36.19	77.35	49.3	64.14