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Formatting Compliance on RULER NIAH (1K-16K Context)

89.6Formatting Compliance (1K Context)Comm Steer
84.485.7587.188.45May 7, 2026

Evaluation results

MethodLinks
Comm SteerModel=LLaMA-3.1-8B-Instruct, Steering Task=Formatting steering, Steering Type=Unconditional2026.0589.683.274.973.165.8
DISCO-QModel=LLaMA-3.1-8B-Instruct, Steering Task=Formatting steering, Steering Type=Unconditional2026.0588.582.365.553.836.4
SKOPModel=LLaMA-3.1-8B-Instruct, Steering Task=Formatting steering, Steering Type=Unconditional2026.0584.682.179.876.571.6