Long-horizon Memory Recall on PersonaMem 32k
77.59AccuracyLong-Ctx Agent
Evaluation Results
| Method | Links | |
|---|---|---|
| Long-Ctx AgentExtraction/Inference Model Pair=kimi-2.52026.06 | 77.59 | |
| DCPMfull (S1+S2)Extraction/Inference Model Pair=kimi-2.52026.06 | 76.73 | |
| DCPMlite (S1)Extraction/Inference Model Pair=kimi-2.52026.06 | 74.32 | |
| Long-Ctx AgentExtraction/Inference Model Pair=deepseek-v4-flash2026.06 | 72.07 | |
| DCPMfull (S1+S2)Extraction/Inference Model Pair=deepseek-v4-flash2026.06 | 70.46 | |
| DCPMlite (S1)Extraction/Inference Model Pair=deepseek-v4-flash2026.06 | 69.15 | |
| Mem0Extraction/Inference Model Pair=deepseek-v4-flash2026.06 | 69.07 | |
| Mem0 + graphExtraction/Inference Model Pair=deepseek-v4-flash2026.06 | 68.82 | |
| Mem0 + graphExtraction/Inference Model Pair=kimi-2.52026.06 | 65.82 | |
| Mem0Extraction/Inference Model Pair=kimi-2.52026.06 | 65.23 | |
| Zep / GraphitiExtraction/Inference Model Pair=kimi-2.52026.06 | 64.21 | |
| Zep / GraphitiExtraction/Inference Model Pair=deepseek-v4-flash2026.06 | 58.93 |