ResearchBenchmarksMultiple Choice Question Answering on CTQAFollow66.5AccuracyT3LLM35.343.451.559.6Dec 27, 2025Evaluation ResultsMethodMethodLinksAccuracyT3LLMworker_llm=DeepSeek-R1...worker_llm=DeepSeek-R1, student_llm=Qwen2.5-14B-Instruct, fine_tune_method=LoRA, lora_rank=64, lora_alpha=1282025.1266.5ChatTS2025.1246.7TSEnc2025.1239.9TSCoT+2025.1239.3TSCoT2025.1239Time-MQAimplementation=our imp...implementation=our implementation2025.1237.1ChatTime2025.1236.6TSTxt2025.1236.5