From b2fc560696a7b8f5ae80ecd1e79b003955519758 Mon Sep 17 00:00:00 2001 From: Ray Date: Sat, 3 May 2025 22:43:14 +0800 Subject: [PATCH] Update README.md --- README.md | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 1a39cfe..8e09461 100644 --- a/README.md +++ b/README.md @@ -135,17 +135,18 @@ Leave your email in [this form](https://ii2abc2jejf.typeform.com/to/meB40zV0) to # ๐Ÿ“ˆ Case Study: Mafin 2.5 on FinanceBench -[Mafin 2.5](https://vectify.ai/) is a state-of-the-art reasoning-based RAG model designed specifically for financial document analysis. Built on top of **PageIndex**, it achieved a market-leading **98.7% accuracy** on the [FinanceBench](https://github.com/VectifyAI/Mafin2.5-FinanceBench) benchmark โ€” significantly outperforming traditional vector-based RAG systems. +[Mafin 2.5](https://vectify.ai/) is a state-of-the-art reasoning-based RAG model designed specifically for financial document analysis. Powered by **PageIndex**, it achieved a market-leading [**98.7% accuracy**](https://vectify.ai/blog/Mafin2.5) on the [FinanceBench](https://arxiv.org/abs/2311.11944) benchmark โ€” significantly outperforming traditional vector-based RAG systems. PageIndexโ€™s hierarchical indexing enabled precise navigation and extraction of relevant content from complex financial reports, such as SEC filings and earnings disclosures. -๐Ÿ‘‰ See our [blog post](https://vectify.ai/blog/Mafin2.5) and full [benchmark results](https://github.com/VectifyAI/Mafin2.5-FinanceBench) for detailed comparisons and performance metrics. +๐Ÿ‘‰ See the full [benchmark results](https://github.com/VectifyAI/Mafin2.5-FinanceBench) and our [blog post](https://vectify.ai/blog/Mafin2.5) for detailed comparisons and performance metrics.
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