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ResearchFormerly WizWand

Mathematical Problem Solving on AIME25 (mean@32 accuracy)

46.7Mean@32 AccuracyTeacher Model
1.66813.35925.0536.741Jun 21, 2026
Updated 4mo ago

Evaluation results

MethodLinks
Teacher ModelModel=Qwen3-4B-Instruct-2507, Teacher-Student Overlap=Large2026.0646.7
IW-OPD10Student Model=Qwen3-4B, Training Step=10, Teacher Model=Qwen3-4B-Instruct-25072026.0646.7
IW-OPDStudent Model=Qwen3-4B, Teacher Model=Qwen3-4B-Instruct-25072026.0646.7
OPDStudent Model=Qwen3-4B, Teacher Model=Qwen3-4B-Instruct-25072026.0646.3
OPD10Student Model=Qwen3-4B, Training Step=10, Teacher Model=Qwen3-4B-Instruct-25072026.0645.7
IW-OPDStudent Model=Qwen3-1.7B, Teacher Model=Qwen3-4B-Instruct-25072026.0627.1
OPDStudent Model=Qwen3-1.7B, Teacher Model=Qwen3-4B-Instruct-25072026.0626.4
IW-OPD10Student Model=Qwen3-1.7B, Training Step=10, Teacher Model=Qwen3-4B-Instruct-25072026.0625.9
OPD10Student Model=Qwen3-1.7B, Training Step=10, Teacher Model=Qwen3-4B-Instruct-25072026.0624.7
BaseStudent Model=Qwen3-4B, Teacher Model=Qwen3-4B-Instruct-25072026.0621.4
IW-OPD10Student Model=Qwen3-0.6B, Training Step=10, Teacher Model=Qwen3-4B-Instruct-25072026.0619
IW-OPDStudent Model=Qwen3-0.6B, Teacher Model=Qwen3-4B-Instruct-25072026.0619
OPD10Student Model=Qwen3-0.6B, Training Step=10, Teacher Model=Qwen3-4B-Instruct-25072026.0617.1
OPDStudent Model=Qwen3-0.6B, Teacher Model=Qwen3-4B-Instruct-25072026.0617.1
BaseStudent Model=Qwen3-1.7B, Teacher Model=Qwen3-4B-Instruct-25072026.0611
BaseStudent Model=Qwen3-0.6B, Teacher Model=Qwen3-4B-Instruct-25072026.063.4