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Mathematical Reasoning on Minerva (pass@1, pass@256)

39.7pass@1

Qwen2.5-7B-SimpleRL

Updated 1mo ago

Evaluation Results

Method	Links
Qwen2.5-7B-SimpleRL 2025.05		39.7	-
Eurus-2-7B-PRIME 2025.05		38.6	-
GRPO 2026.02		36	60.2
F-GRPO 2026.02		35.7	60.3
DAPO 2026.02		35.5	61.2
Llama-3.1-70B-Instruct 2025.05		35.3	-
F-DAPO 2026.02		35	62.9
CISPO 2026.02		34.7	63.3
F-CISPO 2026.02		34.6	64.3
Qwen-2.5-Math-7B-Instruct 2025.05		34.6	-
DAPO 2026.02		32.6	63.5
CISPO 2026.02		32.6	59.8
GRPO† 2025.05		32.4	-
DRA-GRPO (Ours) 2025.05		32.4	-
F-DAPO 2026.02		32.2	63.8
GRPO 2026.02		31.9	61.1
F-CISPO 2026.02		31.7	63.2
F-GRPO 2026.02		31	61
Open-RS2 2025.05		30.5	-
DR. GRPO† 2025.05		30.5	-
DRA-DR. GRPO (Ours) 2025.05		30.5	-
DeepScaleR-1.5B-Preview 2025.05		30.2	-
Still-3-1.5B-Preview 2025.05		29	-
Open-RS1 2025.05		29	-
Open-RS3 2025.05		26.8	-
DeepSeek-R1-Distill-Qwen-1.5B 2025.05		26.5	-
DAPO 2026.02		22.4	54.1
F-DAPO 2026.02		22.3	59.3
F-CISPO 2026.02		22.1	58.8
GRPO 2026.02		21.8	59
CISPO 2026.02		21.8	59.5
F-GRPO 2026.02		21	60.1