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Retrieval on PI-LLM (n=10)

97Retrieval AccuracySleepGate
-1.823.8549.575.15Mar 15, 2026

Evaluation results

MethodLinks
SleepGatePI Depth=10, Evaluation protocol=post-sleep (soft-biased)2026.03973.5
Sliding WindowPI Depth=10, Fixed window=642026.038.523
Decay OnlyPI Depth=102026.037.523
StreamingLLMPI Depth=102026.03619.5
H2OPI Depth=102026.03411
Full KV CachePI Depth=102026.03217