{
  "source": "original paper only",
  "source_url": "https://arxiv.org/html/2610.13889v1",
  "local_run": false,
  "reviewed_at": "2026-10-12",
  "rows": [
    {
      "metric": "EcoAgent-Real MRR",
      "reported_value": "0.618",
      "comparator_or_protocol": "ToolLLM 0.406"
    },
    {
      "metric": "30% persistent failure: fault selection",
      "reported_value": "2.9%",
      "comparator_or_protocol": "ToolLLM 86.2%"
    },
    {
      "metric": "additional ranking latency",
      "reported_value": "0.172 ms/step",
      "comparator_or_protocol": "原文RTX5070硬件协议"
    }
  ]
}