Implicit Preference Inference on PersonaMem 32k v2
59.3AccuracyDCPMfull (S1+S2)
Evaluation Results
| Method | Links | |
|---|---|---|
| DCPMfull (S1+S2)Extraction/Inference Model Pair=kimi-2.52026.06 | 59.3 | |
| Long-Ctx AgentExtraction/Inference Model Pair=kimi-2.52026.06 | 58.46 | |
| DCPMlite (S1)Extraction/Inference Model Pair=kimi-2.52026.06 | 54.1 | |
| Long-Ctx AgentExtraction/Inference Model Pair=deepseek-v4-flash2026.06 | 50.82 | |
| DCPMfull (S1+S2)Extraction/Inference Model Pair=deepseek-v4-flash2026.06 | 49.36 | |
| DCPMlite (S1)Extraction/Inference Model Pair=deepseek-v4-flash2026.06 | 46.85 | |
| Mem0 + graphExtraction/Inference Model Pair=deepseek-v4-flash2026.06 | 43.28 | |
| Mem0Extraction/Inference Model Pair=deepseek-v4-flash2026.06 | 42.53 | |
| Mem0Extraction/Inference Model Pair=kimi-2.52026.06 | 41.25 | |
| Mem0 + graphExtraction/Inference Model Pair=kimi-2.52026.06 | 40.16 | |
| Zep / GraphitiExtraction/Inference Model Pair=deepseek-v4-flash2026.06 | 39.54 | |
| Zep / GraphitiExtraction/Inference Model Pair=kimi-2.52026.06 | 38.27 |