Mathematical Reasoning on GSM8K (Random, Reward, ∆ (pp)) benchmark leaderboard · SOTA2 Research

Mathematical Reasoning on GSM8K (Random, Reward, ∆ (pp))

90.4Random BaselineSparse Reward

Evaluation Results

Method	Links
Sparse Reward2025.10		90.4	93	2.5
Dense Reward2025.10		89.6	91.4	1.8
Interval Reward2025.10		87.8	91.2	3.5
Sparse Reward2025.10		85.8	88.8	3
Sparse Reward2025.10		80.6	82.1	1.5
Interval Reward2025.10		78.8	82.5	3.7
Interval Reward2025.10		67.6	78.2	10.7
Dense Reward2025.10		64.6	71.1	6.5
Dense Reward2025.10		38.4	55.7	17.4