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ResearchFormerly WizWand

Mathematical Reasoning on AIME 2024 (Pass@32, Var)

53.84Pass@32 AccuracyEAPO
1.42415.03228.6442.248Sep 28, 2025Nov 13, 2025Dec 30, 2025Feb 15, 2026Apr 3, 2026May 20, 2026Jul 6, 2026
Updated 4mo ago

Evaluation results

MethodLinks
EAPOPolicy Backbone=Qwen3-8B2025.0953.840.061
Self-Exploratory RLPolicy Backbone=Qwen3-8B2025.0950.210.0629
Expert-Assisted WorkflowPolicy Backbone=Qwen3-8B2025.0944.370.196
Base ModelPolicy Backbone=Qwen3-8B2025.0940.840.1251
TOP-DStudent Model=Qwen3-1.7B-Base, Paradigm=Distillation, Teacher Model=Qwen3-30B-A3B-Instruct-25072026.0720.31—
TOP-DStudent Model=Qwen3-1.7B-Base, Paradigm=Distillation, Teacher Model=Qwen3-30B-A3B-Instruct-25072026.0720.31—
TOP-DStudent Model=Qwen3-1.7B-Base, Paradigm=Distillation, Teacher Model=Qwen3-14B2026.0712.81—
DAPOStudent Model=Qwen3-1.7B-Base, Paradigm=RLVR, Teacher Model=Qwen3-30B-A3B-Instruct-25072026.0712.29—
DAPOStudent Model=Qwen3-1.7B-Base, Paradigm=RLVR, Teacher Model=Qwen3-30B-A3B-Instruct-25072026.0712.29—
DAPOStudent Model=Qwen3-1.7B-Base, Paradigm=RLVR, Teacher Model=Qwen3-14B2026.0712.29—
GRPOStudent Model=Qwen3-1.7B-Base, Paradigm=RLVR, Teacher Model=Qwen3-30B-A3B-Instruct-25072026.0710.52—
GRPOStudent Model=Qwen3-1.7B-Base, Paradigm=RLVR, Teacher Model=Qwen3-30B-A3B-Instruct-25072026.0710.52—
GRPOStudent Model=Qwen3-1.7B-Base, Paradigm=RLVR, Teacher Model=Qwen3-14B2026.0710.52—
OPDStudent Model=Qwen3-1.7B-Base, Paradigm=Distillation, Teacher Model=Qwen3-30B-A3B-Instruct-25072026.078.96—
OPDStudent Model=Qwen3-1.7B-Base, Paradigm=Distillation, Teacher Model=Qwen3-30B-A3B-Instruct-25072026.078.96—
OPDStudent Model=Qwen3-1.7B-Base, Paradigm=Distillation, Teacher Model=Qwen3-14B2026.077.81—
BaseStudent Model=Qwen3-1.7B-Base, Paradigm=Base, Teacher Model=Qwen3-30B-A3B-Instruct-25072026.073.44—
BaseStudent Model=Qwen3-1.7B-Base, Paradigm=Base, Teacher Model=Qwen3-30B-A3B-Instruct-25072026.073.44—
BaseStudent Model=Qwen3-1.7B-Base, Paradigm=Base, Teacher Model=Qwen3-14B2026.073.44—