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ResearchFormerly WizWand

Fairness Evaluation on Co-occurrence tests (CooC)

90.88CooC ScoreFairGPTQ-INT4
41.105654.027866.9579.8722Sep 18, 2025
Updated 3mo ago

Evaluation results

MethodLinks
FairGPTQ-INT4Model=Qwen-3-8B2025.0990.88
Base-FP16Model=Mistral-v0.3-7B2025.0990.31
GPTQ-INT4Model=Mistral-v0.3-7B2025.0990.31
FairGPTQ-INT4Model=Mistral-v0.3-7B2025.0989.98
GPTQ-INT4Model=Qwen-3-8B2025.0988.6
Base-FP16Model=Qwen-3-8B2025.0987.46
GPTQ-INT4Model=Mistral-v0.3-7B-Instruct2025.0980.34
Base-FP16Model=Mistral-v0.3-7B-Instruct2025.0978.2
Base-FP16Model=OPT-6.7B2025.0974.93
GPTQ-INT4Model=OPT-6.7B2025.0974.36
FairGPTQ-INT4Model=Mistral-v0.3-7B-Instruct2025.0966.38
FairGPTQ-INT4Model=OPT-6.7B2025.0965.53
GPTQ-INT4Model=LLaMA-3.1-8B-Instruct2025.0963.82
Base-FP16Model=LLaMA-3.1-8B-Instruct2025.0961.54
GPTQ-INT4Model=Qwen-2.5-7B-Instruct2025.0961.54
FairGPTQ-INT4Model=Qwen-2.5-7B-Instruct2025.0959.54
FairGPTQ-INT4Model=LLaMA-3.1-8B-Instruct2025.0949.57
Base-FP16Model=Qwen-2.5-7B-Instruct2025.0943.02