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44.32ROUGE-L (Average)clustering-driven memory compression
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| clustering-driven memory compressionNumber of memory tokens=5122026.01 | 44.32 | 45.22 | 44.15 | 43.58 | — | |
| ConcatNumber of memory tokens=1,0242026.01 | 43.79 | 44.65 | 44.69 | 42.04 | — | |
| MeanNumber of memory tokens=1282026.01 | 43.13 | 45.18 | 43.67 | 40.53 | — | |
| PerCEBackbone=Qwen3-4B2026.02 | 35.5 | — | — | — | 46 | |
| CEBackbone=Qwen3-4B2026.02 | 34.6 | — | — | — | 44.6 |