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ResearchFormerly WizWand

Instruction Following on FollowBench + AdvancedIF + InfoBench Aggregate

51.96Average ScoreLLM-as-a-Tutor
45.813647.409349.00550.6007Jul 5, 2026
Updated 3mo ago

Evaluation results

MethodLinks
LLM-as-a-TutorPrompt Modification Strategy=Policy-adaptive prompt modification, Policy Model=Qwen3-1.7B, Tutor Model=Qwen3-8B, Judge Model=Qwen3-8B2026.0751.96
Policy-adaptive rubricsPrompt Modification Strategy=No prompt modification, Policy Model=Qwen3-1.7B, Tutor Model=Qwen3-8B, Judge Model=Qwen3-8B2026.0751.04
EVAPrompt Modification Strategy=Policy-adaptive prompt modification, Policy Model=Qwen3-1.7B, Tutor Model=Qwen3-8B, Judge Model=Qwen3-8B2026.0751.04
WildChecklistsPrompt Modification Strategy=No prompt modification, Policy Model=Qwen3-1.7B, Tutor Model=Qwen3-8B, Judge Model=Qwen3-8B2026.0750.72
Base rubricsPrompt Modification Strategy=No prompt modification, Policy Model=Qwen3-1.7B, Tutor Model=Qwen3-8B, Judge Model=Qwen3-8B2026.0750.51
Evol-InstructPrompt Modification Strategy=Policy-unaware prompt modification, Policy Model=Qwen3-1.7B, Tutor Model=Qwen3-8B, Judge Model=Qwen3-8B2026.0750.24
Qwen3-1.7BPolicy Model=Qwen3-1.7B, Tutor Model=Qwen3-8B, Judge Model=Qwen3-8B2026.0749.12
DistillationPrompt Modification Strategy=No prompt modification, Policy Model=Qwen3-1.7B, Tutor Model=Qwen3-8B, Judge Model=Qwen3-8B2026.0746.05