ResearchBenchmarksTraining data auditing on CamelMaths (test)Training data auditing on CamelMaths (test)Follow88.6AUCLoRA-MINT76.53679.66882.885.932Jun 5, 2026Evaluation resultsMethodMethodLinksAUCTPRFPRLoRA-MINTModel=MistralSmallModel=MistralSmall2026.0688.6861.5LoRA-MINTModel=MistralModel=Mistral2026.068176.514.5LoRA-MINTModel=Qwen3-4BModel=Qwen3-4B2026.0679.173.2512.1LoRA-MINTModel=Phi-4Model=Phi-42026.0678.274.518LoRA-MINTModel=DeepSeek-R1Model=DeepSeek-R12026.0677.472.222.4LoRA-MINTModel=Llama-3.2-3BModel=Llama-3.2-3B2026.06777824