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Cohere Parse 的文档解析能力被 LlamaParse 超越

i'm flattered by the shoutout, but there's no free lunch for document parsing Cohere parse starts ...

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Cohere Parse 的文档解析服务价格不贵,但准确率一般,LlamaParse 的成本模式更便宜,性能也更好。

Cohere Parse 的文档解析能力在 ParseBench 测试中得分约 50%,缺乏高质量视觉定位和图表解析能力。相比之下,LlamaParse 的成本模式每页仅 0.375 美分,且在表格解析上表现更好(87%)。

图片来源 · Jerry Liu
原文 · Jerry Liu

i'm flattered by the shoutout, but there's no free lunch for document parsing Cohere parse starts ...

i'm flattered by the shoutout, but there's no free lunch for document parsing Cohere parse starts at $1.50 / 1k pages, which is indeed on the cheaper end of doc OCR solutions, but it scores ~50% when averaged across all 5 ParseBench dimensions: * It lacks high-quality visual grounding, doing coarse segmentation for tables and images, but lacking finer-grained bboxes at the word/cell/line-level. this is quite important for any sensitive AI application that requires precise citations back to the source. * It lacks general visual / chart parsing capabilities, which are prevalent across finance, manufacturing, healthcare, and more * to its credit, it does a decent job over tables (87%) compared to other comparable solutions at the price point our cost-effective mode in LlamaParse starts at 0.375c / page and is more consistently strong across all dimensions. also there's various ways to bring it down with volume discounts if you're interested in learning more about various document parsing modes and comparing tradeoffs in price/accuracy, come talk to us! llamaindex.ai/contact LlamaParse: cloud.llamaindex.ai Your browser does not support the video tag. 🔗 View on Twitter Cohere @cohere You're paying too much to parse your documents. Cohere Parse 5 fixes that. Your browser does not support the video tag. 🔗 View on Twitter 🔗 View Quoted Tweet 💬 4 🔄 3 ❤️ 18 👀 2708 📊 7 ⚡