Retrieval on PI-LLM n=20
30.5Retrieval AccuracySleepGate
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SleepGatePI Depth=20, Evaluation protocol=post-sleep (soft-biased)2026.03 | 30.5 | 55.5 | |
| StreamingLLMPI Depth=202026.03 | 4 | 31.5 | |
| Sliding WindowPI Depth=20, Fixed window=642026.03 | 4 | 22.5 | |
| Decay OnlyPI Depth=202026.03 | 3.5 | 23.5 | |
| Full KV CachePI Depth=202026.03 | 1.5 | 18.5 | |
| H2OPI Depth=202026.03 | 0 | 10 |