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ResearchFormerly WizWand

Mathematical Problem Solving on HMMT25

31Mean@32 AccuracyTeacher Model
0.1128.13116.1524.169Jun 21, 2026
Updated 4mo ago

Evaluation results

MethodLinks
Teacher ModelModel=Qwen3-4B-Instruct-2507, Teacher-Student Overlap=Large2026.0631
IW-OPD10Student Model=Qwen3-4B, Training Step=10, Teacher Model=Qwen3-4B-Instruct-25072026.0625
IW-OPDStudent Model=Qwen3-4B, Teacher Model=Qwen3-4B-Instruct-25072026.0625
OPDStudent Model=Qwen3-4B, Teacher Model=Qwen3-4B-Instruct-25072026.0624.4
OPD10Student Model=Qwen3-4B, Training Step=10, Teacher Model=Qwen3-4B-Instruct-25072026.0623.6
IW-OPDStudent Model=Qwen3-1.7B, Teacher Model=Qwen3-4B-Instruct-25072026.0615.3
OPDStudent Model=Qwen3-1.7B, Teacher Model=Qwen3-4B-Instruct-25072026.0613.7
IW-OPD10Student Model=Qwen3-1.7B, Training Step=10, Teacher Model=Qwen3-4B-Instruct-25072026.0613.2
OPD10Student Model=Qwen3-1.7B, Training Step=10, Teacher Model=Qwen3-4B-Instruct-25072026.0611.3
BaseStudent Model=Qwen3-4B, Teacher Model=Qwen3-4B-Instruct-25072026.0610
IW-OPDStudent Model=Qwen3-0.6B, Teacher Model=Qwen3-4B-Instruct-25072026.069.6
IW-OPD10Student Model=Qwen3-0.6B, Training Step=10, Teacher Model=Qwen3-4B-Instruct-25072026.069.4
OPDStudent Model=Qwen3-0.6B, Teacher Model=Qwen3-4B-Instruct-25072026.067.7
OPD10Student Model=Qwen3-0.6B, Training Step=10, Teacher Model=Qwen3-4B-Instruct-25072026.066.9
BaseStudent Model=Qwen3-1.7B, Teacher Model=Qwen3-4B-Instruct-25072026.066.8
BaseStudent Model=Qwen3-0.6B, Teacher Model=Qwen3-4B-Instruct-25072026.061.3