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Medical Active Reasoning on iCraft-MD

73.6Exact AccuracyBALAR
36.47246.11155.7565.389May 6, 2026

Evaluation results

MethodLinks
BALARLLM Backbone=Qwen2.5-32B-Instruct, Max ask rounds=252026.0573.6
BALARLLM Backbone=Llama-3.1-8B-Instruct, Max ask rounds=252026.0557.1
MediQ ExpertLLM Backbone=Qwen2.5-32B-Instruct, Max ask rounds=252026.0556.4
Zero-ShotLLM Backbone=Qwen2.5-32B-Instruct, Max ask rounds=252026.0555
MediQ ExpertLLM Backbone=Llama-3.1-8B-Instruct, Max ask rounds=252026.0547.1
Zero-ShotLLM Backbone=Llama-3.1-8B-Instruct, Max ask rounds=252026.0537.9