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Toxicity Evaluation on BOLD

0Toxic Rate

Base model

Updated 2d ago

Evaluation Results

Method	Links
Base model 2026.01		0	0.031	0.024	3.35	-	-
RAD 2026.01		0	0.03	0.024	3.33	-	-
RAD 2026.01		0	0.026	0.021	3.39	-	-
RAD 2026.01		0	0.025	0.02	3.5	-	-
RAD 2026.01		0	0.024	0.02	3.64	-	-
RAD 2026.01		0	0.022	0.018	6.24	-	-
RAD 2026.01		0	0.023	0.02	11.58	-	-
SASA 2026.01		0	0.03	0.024	3.36	-	-
SASA 2026.01		0	0.031	0.025	3.37	-	-
SASA 2026.01		0	0.032	0.025	3.37	-	-
SASA 2026.01		0	0.032	0.025	3.37	-	-
SASA 2026.01		0	0.032	0.025	3.82	-	-
SASA 2026.01		0	0.033	0.026	4.93	-	-
TIDE 2026.01		0	0.025	0.021	3.35	1	-
Universal Self-consistency 2025.07		0	-	-	-	-	-
MAD 2025.07		0	-	-	-	-	-
MEP 2025.07		0	-	-	-	-	-
MetaCrit w/o ϕ↑ 2025.07		0	-	-	-	-	-
MetaCrit w/o ϕ↓ 2025.07		0	-	-	-	-	-
MetaCrit + GPT-3.5-Turbo 2025.07		0	-	-	-	-	-
MetaCrit + DeepSeek-v3 2025.07		0	-	-	-	-	-
MetaCrit + Claude-3.5-Sonnet 2025.07		0	-	-	-	-	-
MetaCrit + GPT-4o 2025.07		0	-	-	-	-	-
Self-refine 2025.07		6.4	-	-	-	-	-
ExpertPrompting 2025.07		12.9	-	-	-	-	-
Zero-shot-CoT 2025.07		16.3	-	-	-	-	-
Vanilla 2026.05		-	-	0.123	-	-	5.8
SDD 2026.05		-	-	0.105	-	-	4
DExperts 2026.05		-	-	0.099	-	-	3.3
DT-CD⋆ 2026.05		-	-	0.094	-	-	2.8
COFT 2026.05		-	-	0.079	-	-	1
Vanilla 2026.05		-	-	0.117	-	-	5.8
SDD 2026.05		-	-	0.101	-	-	3.9
DExperts 2026.05		-	-	0.096	-	-	3.1
DT-CD⋆ 2026.05		-	-	0.092	-	-	2.6
COFT 2026.05		-	-	0.076	-	-	1