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Logical Reasoning on RP Npred ≤ 30, δ ≤ 6 (train)

100Accuracydirect w. L = 24
98.33698.76899.299.632May 5, 2026

Evaluation results

MethodLinks
direct w. L = 24Reasoning Strategy=Direct, Number of Layers=242026.05100
direct w. L = 128Reasoning Strategy=Direct, Number of Layers=1282026.05100
cot w. L = 64Reasoning Strategy=CoT, Number of Layers=642026.05100
cot w. L = 128Reasoning Strategy=CoT, Number of Layers=1282026.05100
cot (baseline)Reasoning Strategy=CoT2026.0599.9
direct (baseline)Reasoning Strategy=Direct2026.0598.4