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ResearchFormerly WizWand

Mathematical Reasoning on AIME 2025 (Pass@32, Var)

47.03Pass@32EAPO
0.17812.341524.50536.6685Sep 28, 2025Nov 13, 2025Dec 30, 2025Feb 15, 2026Apr 3, 2026May 20, 2026Jul 6, 2026
Updated 4mo ago

Evaluation results

MethodLinks
EAPOPolicy Backbone=Qwen3-8B2025.0947.030.0578
Self-Exploratory RLPolicy Backbone=Qwen3-8B2025.0943.520.0634
Expert-Assisted WorkflowPolicy Backbone=Qwen3-8B2025.0928.160.2127
Base ModelPolicy Backbone=Qwen3-8B2025.0922.620.0812
TOP-DStudent Model=Qwen3-1.7B-Base, Paradigm=Distillation, Teacher Model=Qwen3-30B-A3B-Instruct-25072026.0717.71—
TOP-DStudent Model=Qwen3-1.7B-Base, Paradigm=Distillation, Teacher Model=Qwen3-14B2026.0714.69—
DAPOStudent Model=Qwen3-1.7B-Base, Paradigm=RLVR, Teacher Model=Qwen3-30B-A3B-Instruct-25072026.0711.56—
DAPOStudent Model=Qwen3-1.7B-Base, Paradigm=RLVR, Teacher Model=Qwen3-14B2026.0711.56—
OPDStudent Model=Qwen3-1.7B-Base, Paradigm=Distillation, Teacher Model=Qwen3-14B2026.078.33—
OPDStudent Model=Qwen3-1.7B-Base, Paradigm=Distillation, Teacher Model=Qwen3-30B-A3B-Instruct-25072026.077.5—
GRPOStudent Model=Qwen3-1.7B-Base, Paradigm=RLVR, Teacher Model=Qwen3-30B-A3B-Instruct-25072026.077.19—
GRPOStudent Model=Qwen3-1.7B-Base, Paradigm=RLVR, Teacher Model=Qwen3-14B2026.077.19—
BaseStudent Model=Qwen3-1.7B-Base, Paradigm=Base, Teacher Model=Qwen3-30B-A3B-Instruct-25072026.071.98—
BaseStudent Model=Qwen3-1.7B-Base, Paradigm=Base, Teacher Model=Qwen3-14B2026.071.98—