Retrieval on PI-LLM (n=30)
16.5Retrieval AccuracySleepGate
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SleepGatePI Depth=30, Evaluation protocol=post-sleep (soft-biased)2026.03 | 16.5 | 62 | |
| StreamingLLMPI Depth=302026.03 | 5.5 | 29 | |
| Decay OnlyPI Depth=302026.03 | 4.5 | 22.5 | |
| Full KV CachePI Depth=302026.03 | 2.5 | 19.5 | |
| Sliding WindowPI Depth=30, Fixed window=642026.03 | 2 | 30 | |
| H2OPI Depth=302026.03 | 0.5 | 9 |