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medical-question-answering-on-medxpertqa-text
Question Answering
Medical Question Answering
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Code
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ModelName
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HuatuoGPT-3: RL-Only Domain Adaptation from Base Models
✓ Link
48.1
HuatuoGPT-3-27B (extra data)
2026-10-05
Rethinking Retrieval-Augmented Generation for Medicine: A Large-Scale, Systematic Expert Evaluation and Practical Insights
35.4
GPT-4o + Enhanced RAG (MedCPT k=16)
2025-11-10
MedGemma Technical Report
✓ Link
25.7
MedGemma 27B Text (test-time scaling)
2025-07-07
TARo: Token-level Adaptive Routing for LLM Test-time Alignment
22.7
Llama-3.1-70B + TARo (transferred router)
2026-03-19
Rethinking Retrieval-Augmented Generation for Medicine: A Large-Scale, Systematic Expert Evaluation and Practical Insights
21.8
Llama-3.1-8B + Enhanced RAG (MedCPT k=16)
2025-11-10
MedGemma 1.5 Technical Report
✓ Link
16.4
MedGemma 1.5 4B
2026-04-06
Scaling Medical Reasoning Verification via Tool-Integrated Reinforcement Learning
16.04
Med-TIV (Qwen2.5-7B guided search) (extra data)
2026-01-28
Beyond Domain-Routed Supervision: Cross-Teacher Guarding for Multi-Teacher On-Policy Distillation
15.96
Road MOPD (Qwen3-4B)
2026-10-09
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