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Retrieval on PI-LLM n=5

99.5Retrieval AccuracySleepGate
-2.9423.65550.2576.845Mar 15, 2026

Evaluation results

MethodLinks
SleepGatePI Depth=5, Evaluation protocol=post-sleep (soft-biased)2026.0399.50
StreamingLLMPI Depth=52026.031028.5
Sliding WindowPI Depth=5, Fixed window=642026.03823.5
Decay OnlyPI Depth=52026.03722
Full KV CachePI Depth=52026.033.521
H2OPI Depth=52026.0317.5