ResearchBenchmarksMathematical Reasoning on GSM8K (Accuracy, Utility Preservation)Mathematical Reasoning on GSM8K (Accuracy, Utility Preservation)Follow89.84AccuracyBaseline82.383284.319186.25588.1909Mar 16, 2026Evaluation resultsMethodMethodLinksAccuracyUtility Preservation ScoreBaseline2026.0389.84—SFCoT2026.0382.6792