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Hate Speech Detection on POPQUORN

76.8Accuracy

gated demographic residual model

Updated 7d ago

Evaluation Results

Method	Links
gated demographic residual model 2026.05		76.8	67.51	59.28	60.19	75.71	4.16
gated demographic residual model 2026.05		76.12	65.96	59.2	59.98	73.73	2.27
BERTweet 2026.05		75.89	65.92	58.48	58.81	73.94	2.39
TID-DeBERTa-v3-base 2026.05		75.78	64.87	56.42	56.33	72.3	0.81
TID-DeBERTa-v3-base 2026.05		75.51	64.37	56.19	55.67	71.49	-
Mistral-7B-v0.3 2026.05		75.42	47.78	49.97	43.2	46.61	-8.08
LLaMA-3.2-1B-LoRA 2026.05		75.18	63.63	57.88	58.47	68.61	2.43
Qwen2.5-0.5B-LoRA 2026.05		74.78	63.25	58.08	58.74	68.97	7.53
LLaMA-3.2-1B-SPT 2026.05		74.75	51.76	52.47	48.21	64.72	-
BERTweet 2026.05		74.6	61.49	55.15	54.1	71.55	-
ToxDect-RoBERTa 2026.05		74.38	62.68	57.78	58.02	71.46	-0.22
ToxDect-RoBERTa 2026.05		74.32	62.21	56.53	56.49	71.68	-
LLaMA-3.2-1B-LoRA 2026.05		73.64	59.73	55.36	55.29	66.18	-
Qwen2.5-0.5B-LoRA 2026.05		71.14	56.9	55.54	55.81	61.44	-
Qwen2-7B 2026.05		53.78	58.53	61.19	52.44	66.14	-
Qwen2-7B 2026.05		52.11	56.88	59.03	50.74	63.91	-2.23
Mistral-7B-v0.3 2026.05		45	53.12	53.83	44.41	54.69	-
LLaMA-2-7B-chat-hf 2026.05		32.35	56.1	53.2	31.08	60.71	-
LLaMA-2-7B-chat-hf 2026.05		27.43	51.62	50.43	24.65	53.81	-6.9