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Hidden-state inversion on C4 (first 100 prompts)

100EMsipit_ref
71.9279.2186.593.79Jul 1, 2026

Evaluation results

MethodLinks
sipit_refImplementation=reference2026.07100100—
CustomImplementation=High-acc2026.079699—
CustomImplementation=Baseline2026.077392.9—
Custom (Baseline)Hardware=single NVIDIA RTX A6000, Prompt Length=10-token prompts2026.07——17.8
Custom (High-acc)Hardware=single NVIDIA RTX A6000, Prompt Length=10-token prompts2026.07——30.6
sipit_refHardware=single NVIDIA RTX A6000, Prompt Length=10-token prompts2026.07——0.65