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Logical Reasoning on RP Distribution, Npred ≤ 60, 6 < δ ≤ 12 (train)

88.9Accuracydirect w. L = 128
74.3478.1281.985.68May 5, 2026

Evaluation results

MethodLinks
direct w. L = 128Reasoning Strategy=Direct, Number of Layers=1282026.0588.9
cot w. L = 64Reasoning Strategy=CoT, Number of Layers=642026.0585.8
cot w. L = 128Reasoning Strategy=CoT, Number of Layers=1282026.0581
cot (baseline)Reasoning Strategy=CoT2026.0575.2
direct (baseline)Reasoning Strategy=Direct2026.0574.9