From 88e449320ce4e968b66eaf1cc16163bc44985825 Mon Sep 17 00:00:00 2001 From: echo840 <87795401+echo840@users.noreply.github.com> Date: Tue, 30 Jan 2024 21:06:48 +0800 Subject: [PATCH] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 8d4f230..ddbf812 100644 --- a/README.md +++ b/README.md @@ -3,7 +3,7 @@ > Large models have recently played a dominant role in natural language processing and multimodal vision-language learning. However, their effectiveness in text-related visual tasks remains relatively unexplored. In this paper, we conducted a comprehensive evaluation of Large Multimodal Models, such as GPT4V and Gemini, in various text-related visual tasks including Text Recognition, Scene Text-Centric Visual Question Answering (VQA), Document-Oriented VQA, Key Information Extraction (KIE), and Handwritten Mathematical Expression Recognition (HMER). To facilitate the assessment of Optical Character Recognition (OCR) capabilities in Large Multimodal Models, we propose OCRBench, a comprehensive evaluation benchmark. Our study encompasses 29 datasets, making it the most comprehensive OCR evaluation benchmark available. Furthermore, our study reveals both the strengths and weaknesses of these models, particularly in handling multilingual text, handwritten text, non-semantic text, and mathematical expression recognition. Most importantly, the baseline results showcased in this study could provide a foundational framework for the conception and assessment of innovative strategies targeted at enhancing zero-shot multimodal techniques. -**[Project Page [This Page]](https://github.com/Yuliang-Liu/MultimodalOCR)** | **[Paper](https://arxiv.org/abs/2305.07895)** | **[OCRBench Leaderboard](http://27.17.77.149:7682/)** |**[Huggingface OCRBench Leaderboard](https://huggingface.co/spaces/echo840/ocrbench-leaderboard)| +**[Project Page [This Page]](https://github.com/Yuliang-Liu/MultimodalOCR)** | **[Paper](https://arxiv.org/abs/2305.07895)** | **[OCRBench Leaderboard](http://27.17.77.149:7682/)** |**[Huggingface OCRBench Leaderboard](https://huggingface.co/spaces/echo840/ocrbench-leaderboard)**| # Data | Data | Link | Description |