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ResearchFormerly WizWand

Mathematical Reasoning on HMMT25 (Pass@1)

20Pass@1Qwen3-4B +CAST
-0.84.61015.4May 29, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Qwen3-4B +CASTModel Scale=4B, Method=+CAST2026.0520
Qwen3-8B +CASTModel Scale=8B, Method=+CAST2026.0520
Qwen3-1.7B +CASTModel Scale=1.7B, Method=+CAST2026.0513.3
Qwen3-4B +GRPOModel Scale=4B, Method=+GRPO2026.0513.3
Qwen3-4B +GRPO+OPSDModel Scale=4B, Method=+GRPO+OPSD2026.0513.3
Qwen3-4B +RLSDModel Scale=4B, Method=+RLSD2026.0513.3
Qwen3-4B +RLRTModel Scale=4B, Method=+RLRT2026.0513.3
Qwen3-1.7B +RLSDModel Scale=1.7B, Method=+RLSD2026.0510
Qwen3-4B BaseModel Scale=4B, Method=Base2026.0510
Qwen3-8B BaseModel Scale=8B, Method=Base2026.0510
Qwen3-8B +GRPO+OPSDModel Scale=8B, Method=+GRPO+OPSD2026.0510
Qwen3-1.7B BaseModel Scale=1.7B, Method=Base2026.056.7
Qwen3-1.7B +GRPO+OPSDModel Scale=1.7B, Method=+GRPO+OPSD2026.056.7
Qwen3-1.7B +RLRTModel Scale=1.7B, Method=+RLRT2026.056.7
Qwen3-8B +GRPOModel Scale=8B, Method=+GRPO2026.056.7
Qwen3-8B +OPSDModel Scale=8B, Method=+OPSD2026.056.7
Qwen3-8B +RLSDModel Scale=8B, Method=+RLSD2026.056.7
Qwen3-8B +RLRTModel Scale=8B, Method=+RLRT2026.056.7
Qwen3-1.7B +GRPOModel Scale=1.7B, Method=+GRPO2026.053.3
Qwen3-1.7B +OPSDModel Scale=1.7B, Method=+OPSD2026.050
Qwen3-4B +OPSDModel Scale=4B, Method=+OPSD2026.050