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Retrieval on PI-LLM n=1

82.5Retrieval AccuracySleepGate
3.4623.9844.565.02Mar 15, 2026

Evaluation results

MethodLinks
SleepGatePI Depth=1, Evaluation protocol=post-sleep (soft-biased)2026.0382.50
StreamingLLMPI Depth=12026.0317.50
Sliding WindowPI Depth=1, Fixed window=642026.0312.50
Decay OnlyPI Depth=12026.039.50
Full KV CachePI Depth=12026.0380
H2OPI Depth=12026.036.50