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User simulation on Synthetic Exposure Overall

55Accuracy (%)Llama-3.2-3B-Instruct +SFT+DPO
21.40830.12938.8547.571Aug 25, 2025

Evaluation results

MethodLinks
Llama-3.2-3B-Instruct +SFT+DPOModel Category=Fine-tuned Models, Base Model=Llama-3.2-3B-Instruct, Fine-tuning Strategy=SFT+DPO2025.0855
Qwen2.5-3B-Instruct +SFT+DPOModel Category=Fine-tuned Models, Base Model=Qwen2.5-3B-Instruct, Fine-tuning Strategy=SFT+DPO2025.0854.7
Qwen2.5-3B-Instruct +SFT+GRPOModel Category=Fine-tuned Models, Base Model=Qwen2.5-3B-Instruct, Fine-tuning Strategy=SFT+GRPO2025.0853.1
Llama-3.2-3B-Instruct +SFT+GRPOModel Category=Fine-tuned Models, Base Model=Llama-3.2-3B-Instruct, Fine-tuning Strategy=SFT+GRPO2025.0852.7
Gemini-3.0-Pro-Preview (2025-11-18)Model Category=Proprietary Models2025.0847.7
Qwen2.5-3B-Instruct +SFTModel Category=Fine-tuned Models, Base Model=Qwen2.5-3B-Instruct, Fine-tuning Strategy=SFT2025.0846.4
Llama-3.2-3B-Instruct +SFTModel Category=Fine-tuned Models, Base Model=Llama-3.2-3B-Instruct, Fine-tuning Strategy=SFT2025.0846
GPT-5.1 (2025-11-13)Model Category=Proprietary Models2025.0842.6
Gemini-2.5-Flash (2025-06-17)Model Category=Proprietary Models2025.0842.5
GPT-5 (2025-08-07)Model Category=Proprietary Models2025.0842.2
GPT-5-Mini (2025-08-07)Model Category=Proprietary Models2025.0840.7
Qwen2.5-32B-Instruct (Teacher)Model Category=Base Models, Teacher-Student Configuration=Teacher2025.0839.7
GPT-5-Nano (2025-08-07)Model Category=Proprietary Models2025.0836.8
Gemma-3-12B-itModel Category=Base Models2025.0836
Qwen2.5-14B-InstructModel Category=Base Models2025.0835.6
Qwen2.5-7B-InstructModel Category=Base Models2025.0833.7
Gemma-3-4B-itModel Category=Base Models2025.0829.6
Qwen2.5-3B-InstructModel Category=Fine-tuned Models, Base Model=Qwen2.5-3B-Instruct2025.0827.2
Llama-3.2-3B-InstructModel Category=Fine-tuned Models, Base Model=Llama-3.2-3B-Instruct2025.0822.7