{
  "id": "dsh-memory-locomo20-dual-track",
  "suiteId": "dsh-locomo-refined-20",
  "evaluationDay": "2026-08-28",
  "rerunCompletedAt": "2026-08-29",
  "sampleSizePerTrack": 20,
  "pluginCount": 7,
  "totalPluginTaskRecords": 280,
  "remainingHandlerFailures": 0,
  "baseline": {
    "passive": 0,
    "guided": 0
  },
  "categories": {
    "multi-hop": 3,
    "temporal": 4,
    "open-domain": 1,
    "single-hop": 12
  },
  "protocols": {
    "passive": {
      "label": "零提示自动记忆",
      "seedInstruction": null,
      "probeInstruction": null,
      "meaning": "不提示保存或检索，测自动识别、自动持久化与自动召回。"
    },
    "guided": {
      "label": "显式持久记忆",
      "seedInstruction": "评测操作要求：请使用当前环境中已安装的持久记忆能力，落实上面的信息、更新或遗忘请求；完成后只需简短确认。",
      "probeInstruction": "评测操作要求：回答前请先使用当前环境中已安装的持久记忆检索能力查找相关历史；找不到就明确说不知道。",
      "meaning": "仅增加通用记忆操作要求，测插件被正确触发后的端到端可达能力。"
    }
  },
  "rankingRule": "只在相同协议内排名；同协议内先按答对数，再按多跳、时间题答对数；延迟只作过程指标；未配置或未启动者不参与质量排名",
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    },
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      "plugin": "dsh-noema",
      "name": "dsh-noema",
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        "rank": 3,
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    },
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      "id": "P3",
      "plugin": "mnemon",
      "name": "Mnemon（官方版）",
      "implementationOverlap": "与 dsh-mnemon 共享核心实现",
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        "accuracy": 0.3,
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        "timeoutCount": 0
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    },
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      "id": "P2",
      "plugin": "graph-memory",
      "name": "Graph Memory",
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        "rank": 5,
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        "total": 20,
        "accuracy": 0.2,
        "meanEffectiveLatencyMs": 18601,
        "p95EffectiveLatencyMs": 24966,
        "meanPromptTokens": 4878,
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        "timeoutCount": 0
      },
      "guided": {
        "rank": 2,
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        "total": 20,
        "accuracy": 0.75,
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        "p95EffectiveLatencyMs": 26073,
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        "timeoutCount": 0
      }
    },
    {
      "id": "P4",
      "plugin": "dsh-memory-evolve",
      "name": "Memory Evolve",
      "implementationOverlap": null,
      "passive": {
        "rank": 6,
        "passed": 2,
        "total": 20,
        "accuracy": 0.1,
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        "p95EffectiveLatencyMs": 65761,
        "meanPromptTokens": 63245,
        "totalToolCalls": 178,
        "timeoutCount": 0
      },
      "guided": {
        "rank": 7,
        "passed": 7,
        "total": 20,
        "accuracy": 0.35,
        "meanEffectiveLatencyMs": 39993,
        "p95EffectiveLatencyMs": 60000,
        "meanPromptTokens": 60402,
        "totalToolCalls": 168,
        "timeoutCount": 1
      }
    },
    {
      "id": "P7",
      "plugin": "dsh-memento",
      "name": "dsh-memento",
      "implementationOverlap": null,
      "passive": {
        "rank": 7,
        "passed": 1,
        "total": 20,
        "accuracy": 0.05,
        "meanEffectiveLatencyMs": 22102,
        "p95EffectiveLatencyMs": 60000,
        "meanPromptTokens": 9216,
        "totalToolCalls": 57,
        "timeoutCount": 3
      },
      "guided": {
        "rank": 4,
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        "total": 20,
        "accuracy": 0.65,
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        "meanPromptTokens": 12734,
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        "timeoutCount": 0
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    }
  ],
  "disclosures": [
    "两条轨道使用相同的 20 道题、答案、模型、生命周期屏障与确定性评分规则。",
    "Guided 不提供工具名、正确答案或历史会话 ID，也不直接调用厂商 API。",
    "Mem9 因缺少 MEM9_API_KEY 未参评；N/A 不等于 0 分。"
  ]
}
