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

90.4Random Baseline

Sparse Reward

Updated 1mo ago

Evaluation Results

Method	Links
Sparse Reward 2025.10		90.4	93	2.5
Dense Reward 2025.10		89.6	91.4	1.8
Interval Reward 2025.10		87.8	91.2	3.5
Sparse Reward 2025.10		85.8	88.8	3
Sparse Reward 2025.10		80.6	82.1	1.5
Interval Reward 2025.10		78.8	82.5	3.7
Interval Reward 2025.10		67.6	78.2	10.7
Dense Reward 2025.10		64.6	71.1	6.5
Dense Reward 2025.10		38.4	55.7	17.4