Memory Management and Retrieval on Heavy admitted-content (full matrix)
100RecallStageMem
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| StageMem2026.04 | 100 | 100 | 30.77 | 25 | 75 | 25 | 0 | 25 | 25 | 15 | 100 | 100 | |
| Single-layer2026.04 | 100 | 100 | 100 | 0 | 76.92 | 0 | 40 | 0 | 23.08 | 8 | 100 | 100 | |
| MemGPT-style2026.04 | 100 | 100 | 69.23 | 88.89 | 77.78 | 66.67 | 4 | 0 | 22.22 | 19.3333 | 100 | 100 | |
| HiMem-style2026.04 | 100 | 100 | 53.85 | 57.14 | 75 | 75 | 0 | 21.95 | 25 | 8 | 100 | 100 | |
| Mem0-style2026.04 | 0 | 0 | 7.69 | 0 | 0 | 0 | 0 | 0 | 100 | 0.3333 | 0 | 0 | |
| MemoryBank-style2026.04 | 0 | 0 | 7.69 | 0 | 0 | 0 | 0 | 0 | 100 | 0.6667 | 0 | 0 |