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User Simulation on MIND Real Exposure

34.8AccuracyGemini-3.0-Pro-Preview (2025-11-18)
19.30423.32727.3531.373Aug 25, 2025

Evaluation results

MethodLinks
Gemini-3.0-Pro-Preview (2025-11-18)Model Category=Proprietary Models2025.0834.8
Llama-3.2-3B-Instruct +SFT+DPOModel Category=Fine-tuned Models, Base Model=Llama-3.2-3B-Instruct, Fine-tuning Strategy=SFT+DPO2025.0834
Qwen2.5-3B-Instruct +SFT+DPOModel Category=Fine-tuned Models, Base Model=Qwen2.5-3B-Instruct, Fine-tuning Strategy=SFT+DPO2025.0833.5
GPT-5 (2025-08-07)Model Category=Proprietary Models2025.0833.2
Qwen2.5-3B-Instruct +SFT+GRPOModel Category=Fine-tuned Models, Base Model=Qwen2.5-3B-Instruct, Fine-tuning Strategy=SFT+GRPO2025.0832.8
Llama-3.2-3B-Instruct +SFT+GRPOModel Category=Fine-tuned Models, Base Model=Llama-3.2-3B-Instruct, Fine-tuning Strategy=SFT+GRPO2025.0832.2
Gemini-2.5-Flash (2025-06-17)Model Category=Proprietary Models2025.0831.8
GPT-5-Mini (2025-08-07)Model Category=Proprietary Models2025.0831.4
GPT-5.1 (2025-11-13)Model Category=Proprietary Models2025.0831
Qwen2.5-3B-Instruct +SFTModel Category=Fine-tuned Models, Base Model=Qwen2.5-3B-Instruct, Fine-tuning Strategy=SFT2025.0830.9
Gemma-3-12B-itModel Category=Base Models2025.0829.1
Qwen2.5-32B-Instruct (Teacher)Model Category=Base Models, Teacher-Student Configuration=Teacher2025.0828.7
GPT-5-Nano (2025-08-07)Model Category=Proprietary Models2025.0828.4
Qwen2.5-14B-InstructModel Category=Base Models2025.0827.9
Gemma-3-4B-itModel Category=Base Models2025.0827.5
Llama-3.2-3B-Instruct +SFTModel Category=Fine-tuned Models, Base Model=Llama-3.2-3B-Instruct, Fine-tuning Strategy=SFT2025.0827.3
Qwen2.5-3B-InstructModel Category=Fine-tuned Models, Base Model=Qwen2.5-3B-Instruct2025.0827.2
Qwen2.5-7B-InstructModel Category=Base Models2025.0825.9
Llama-3.2-3B-InstructModel Category=Fine-tuned Models, Base Model=Llama-3.2-3B-Instruct2025.0819.9