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ResearchFormerly WizWand

Factuality Evaluation on HaluEval QA (500 items)

86.4MC1 ScoreQwen3-30B-A3B
-2.41620.64243.766.758May 18, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Qwen3-30B-A3BI(M)=3.51, Branch=mix2026.0586.471.98
Ministral-3-14B-RI(M)=0.57, Branch=early2026.058367.12
Qwen3-14BI(M)=2.57, Branch=mix2026.0579.470.4
LLaMA-30BI(M)=0.13, Branch=early2026.0578.861.53
DeepSeek-R1-Q-32BI(M)=1.18, Branch=mix2026.0576.463.68
LLaMA-7BI(M)=0.21, Branch=early2026.0575.858.8
LLaMA-13BI(M)=0.16, Branch=early2026.0575.659
GPT-OSS-20BI(M)=3.48, Branch=mix2026.056759.32
Llama-3.3-70BI(M)=0.39, Branch=early2026.056152.3
Phi-4-ReasoningI(M)=0.27, Branch=early2026.0557.450.23
Mixtral-8×7BI(M)=1.30, Branch=mix2026.0555.447.81
GPT-OSS-120BI(M)=5.66, Branch=mix2026.0549.247.79
Gemma-3-4BI(M)=11.91, Branch=mix2026.0548.243.99
Gemma-3-27BI(M)=5.18, Branch=mix2026.054744.13
TRACEBase Model=Gemma-3-1B, I(M)=6.54, Branch=mix2026.0543.643.38
Gemma-3-1BI(M)=6.54, Branch=mix2026.0541.239.13
TRACEBase Model=Gemma-3-4B, I(M)=11.91, Branch=mix2026.0534.837.82
TRACEBase Model=Gemma-3-27B, I(M)=5.18, Branch=mix2026.0524.826.97
TRACEBase Model=GPT-OSS-120B, I(M)=5.66, Branch=mix2026.0515.412.33
TRACEBase Model=Mixtral-8×7B, I(M)=1.30, Branch=mix2026.0514.411.29
TRACEBase Model=Phi-4-Reasoning, I(M)=0.27, Branch=early2026.051412.06
TRACEBase Model=GPT-OSS-20B, I(M)=3.48, Branch=mix2026.0512.813.75
TRACEBase Model=Llama-3.3-70B, I(M)=0.39, Branch=early2026.058.47.15
TRACEBase Model=Ministral-3-14B-R, I(M)=0.57, Branch=early2026.055.83.11
TRACEBase Model=DeepSeek-R1-Q-32B, I(M)=1.18, Branch=mix2026.055.48.06
TRACEBase Model=LLaMA-30B, I(M)=0.13, Branch=early2026.055.24.15
TRACEBase Model=LLaMA-13B, I(M)=0.16, Branch=early2026.0554.67
TRACEBase Model=Qwen3-14B, I(M)=2.57, Branch=mix2026.053.45.3
TRACEBase Model=LLaMA-7B, I(M)=0.21, Branch=early2026.052.42.62
TRACEBase Model=Qwen3-30B-A3B, I(M)=3.51, Branch=mix2026.0516.99