Event ·Multi-source

LlamaIndex 发布 ExtractBenchPro:面向真实文档抽取的高难度基准

LlamaIndex 推出 ExtractBenchPro 基准,聚焦保险、审计等领域的长尾复杂文档抽取场景。基准考察图例约定、内部术语交叉引用、多来源信息聚合、流程图和图表精读等六类难点。评测以“完美文档比例”为核心指标,Codex 搭配 Astra 的 Value F1 最高约 58%,且成本接近每页 1 美元。现有 ExtractBench 上最便宜的模型已能拿 93%+ 分数,说明老基准已被刷爆。LlamaIndex 借此论证专业化抽取模型在成本和延迟上的机会。

Current read

LlamaIndex 做了个新基准 ExtractBenchPro,专测真实世界的复杂 PDF 抽取,最强模型也只有 58 分左右,还发现一页要花 1 美元,做文档处理的朋友可以看看

11 sources52° AI heatLast updated 2026/10/19 22:52:58

Evidence

11 sources
Related source 2Browser Use
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Related source 3@koltregaskes
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Related source 4kimmonismus
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Related source 5Teortaxes
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Related source 6Bindu Reddy
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Related source 7shao__meng
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Related source 10arXiv cs.AI
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