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Language Understanding on MMLU-EE (test)

68.97AccuracyQwen2.5-7B-Instruct
53.182857.281461.3865.4786Mar 24, 2026

Evaluation results

MethodLinks
Qwen2.5-7B-InstructAdapter=LoRA, Context=w/o context2026.0368.97
RAFTAdapter=LoRA, Backbone=Qwen2.5-7B-Instruct2026.0368.28
Qwen2.5-7B-InstructAdapter=LoRA, Context=w/ all2026.0367.59
PA-RAGAdapter=LoRA, Backbone=Qwen2.5-7B-Instruct2026.0366.21
Qwen2.5-72B-Instruct2026.0364.83
Qwen2.5-7B-InstructAdapter=LoRA, Context=w/ relevant2026.0364.14
Qwen2.5-7B-Instruct2026.0353.79