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Question Answering on MedicalQA

84.2ScoreRSN-Tune
3.204824.232445.2666.2876Apr 9, 2026Apr 18, 2026Apr 27, 2026May 6, 2026May 15, 2026May 24, 2026Jun 3, 2026

Evaluation results

MethodLinks
RSN-TuneModel=Llama3-8B-it2026.0484.2
SPAModel=Qwen2.5-14B-it2026.0484.1
SPAModel=Llama3-8B-it2026.0484
RandomModel=Llama3-8B-it2026.0483.9
RandomModel=Qwen2.5-14B-it2026.0483.8
RSN-TuneModel=Qwen2.5-14B-it2026.0483.5
SPAModel=Qwen2.5-7B-it2026.0481.7
RandomModel=Qwen2.5-7B-it2026.0481.4
RSN-TuneModel=Qwen2.5-7B-it2026.0481
BaseModel=Llama3-8B-it2026.0480.5
BaseModel=Qwen2.5-14B-it2026.0480.2
BaseModel=Qwen2.5-7B-it2026.0477.8
Non-privateBackbone LLM=GPT-4o2026.068.81
SharedRequest (Original)Backbone LLM=GPT-4o2026.068.74
Non-privateBackbone LLM=GPT-4o-mini2026.068.6
SharedRequest (Original)Backbone LLM=GPT-4o-mini2026.068.58
SharedRequest (Simplified)Backbone LLM=GPT-4o2026.068.4
SharedRequest (Simplified)Backbone LLM=GPT-4o-mini2026.068.28
SharedRequest (Original)Backbone LLM=GPT-3.5-Turbo2026.066.91
Non-privateBackbone LLM=GPT-3.5-Turbo2026.066.89
SharedRequest (Simplified)Backbone LLM=GPT-3.5-Turbo2026.066.32