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Automated evaluation of tutor responses on MRBench extended (test)

0.646Macro-F1BJTU
0.59920.611350.62350.63565Dec 3, 2025

Evaluation results

MethodLinks
BJTU# LLMs=4 (Qwen/Qwen2.5-72B), # Parameters=288B, Parameter Size vs. 2B=144x larger2025.120.646
MSA# LLMs=5 x 4 (mistralai/Mistral-7B-v0.1), # Parameters=140B, Parameter Size vs. 2B=70x larger2025.120.643
BLCU-ICALL# LLMs=4 (Qwen/Qwen2.5-7B), # Parameters=28B, Parameter Size vs. 2B=14x larger2025.120.632
bea-jh# LLMs=4 (zai-org/glm-4-9b), # Parameters=36B, Parameter Size vs. 2B=18x larger2025.120.625
LoMTL# LLMs=1 (google/gemma-2-2b-it), # Parameters=2B, Parameter Size vs. 2B=-2025.120.601