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Hate Speech Detection on MHS

81.83Accuracy

LLaMA-3.2-1B-LoRA

Updated 7d ago

Evaluation Results

Method	Links
LLaMA-3.2-1B-LoRA 2026.05		81.83	78.28	76.17	77.08	87.54	0.49
gated demographic residual model 2026.05		81.58	77.71	77.7	77.31	87.39	0.32
LLaMA-3.2-1B-LoRA 2026.05		81.17	77.34	75.67	76.4	87.05	-
gated demographic residual model 2026.05		80.93	76.81	77.21	76.99	87.02	0.16
BERTweet 2026.05		80.8	76.8	76.94	76.74	87.07	-
ToxDect-RoBERTa 2026.05		80.79	76.79	76.01	76.31	86.75	-0.11
Qwen2.5-0.5B-LoRA 2026.05		80.76	76.86	75.01	75.8	86.1	0.6
TID-DeBERTa-v3-base 2026.05		80.59	76.54	76.45	76.39	86.82	-
BERTweet 2026.05		80.58	76.53	77.95	77.05	87.22	0.15
TID-DeBERTa-v3-base 2026.05		80.48	76.33	77.85	76.96	87	0.18
ToxDect-RoBERTa 2026.05		80.41	76.47	76.56	76.3	86.86	-
Qwen2.5-0.5B-LoRA 2026.05		80.23	76.12	74.48	75.2	85.5	-
LLaMA-3.2-1B-SPT 2026.05		79.55	75.24	74.15	74.6	84.5	-
LLaMA-2-7B-chat-hf 2026.05		69.04	62.15	61.97	62.06	70.78	-2.24
LLaMA-2-7B-chat-hf 2026.05		40.97	64.98	58.12	39.39	73.02	-
Qwen2-7B 2026.05		40.47	64.56	57.7	38.8	76.23	-0.78
Qwen2-7B 2026.05		40.06	64.48	57.42	38.29	77.01	-
Mistral-7B-v0.3 2026.05		33.04	55.32	51.61	29.56	62.15	-
Mistral-7B-v0.3 2026.05		29.04	55.09	50.05	22.67	63.93	1.78