mem0-local 0.0 on LongMemEvalllamaindex-memory 0.0 on LongMemEvalllm-baseline 0.0 on LongMemEvalLetta 88.4 on LongMemEvalLetta 87.1 on PersonaMemMem0 85.3 on LongMemEvalMem0 82.9 on LoCoMoZep 83.6 on LongMemEval4 systems independently scored36 systems indexedmem0-local 0.0 on LongMemEvalllamaindex-memory 0.0 on LongMemEvalllm-baseline 0.0 on LongMemEvalLetta 88.4 on LongMemEvalLetta 87.1 on PersonaMemMem0 85.3 on LongMemEvalMem0 82.9 on LoCoMoZep 83.6 on LongMemEval4 systems independently scored36 systems indexed

Run: run_mem0_lcm_001

VERIFIED
SystemMem0
BenchmarkLoCoMo
Harnessv0.9.4
Verified Overall82.9%
Nuance Overall75.8%
DateMay 6, 2026
run_manifest.jsonjson
{
  "version": "1.0.0",
  "runId": "run_mem0_lcm_001",
  "systemId": "sys_mem0",
  "systemName": "Mem0",
  "benchmarkId": "bench_locomo",
  "benchmarkName": "LoCoMo",
  "benchmarkVersion": "1.0",
  "harnessVersion": "0.9.4",
  "judgeModel": "claude-sonnet-4-20250514",
  "judgeTemperature": 0,
  "startedAt": "2026-05-06T18:30:00Z",
  "completedAt": "2026-05-06T20:12:45Z",
  "scores": {
    "verified": {
      "recall": 89.4,
      "temporal": 76.1,
      "reasoning": 80.3,
      "overall": 82.9
    },
    "nuance": {
      "recall": 83.1,
      "temporal": 69.7,
      "reasoning": 72.8,
      "overall": 75.8
    }
  },
  "questionCount": 180,
  "passCount": 146,
  "failCount": 34,
  "merkleRoot": "b7e2d9c4a1f8053796b4e3d2c1a0f9e8d7c6b5a493827160f5e4d3c2b1a09f8e"
}

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