Update README.md

README.md

@@ -37,9 +37,12 @@ dataset_info:
 ---
 
 # Dataset Card for aRefCOCO
-[![Paper](https://img.shields.io/badge/Paper-NeurIPS%202025-red)](https://arxiv.org/pdf/2510.10160)
-[![GitHub](https://img.shields.io/badge/GitHub-Repository-black?logo=github)](https://github.com/zhenjiemao/SaFiRe)
-[![Hugging Face Datasets](https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Datasets-blue)](https://huggingface.co/datasets/zhenjiemao/aRefCOCO)
+[![Project Page](https://img.shields.io/badge/Project-Page-green?logo=githubpages)](https://zhenjiemao.github.io/SaFiRe/)
+[![Paper](https://img.shields.io/badge/Paper-NeurIPS%202025-red?)](https://arxiv.org/pdf/2510.10160)
+[![arXiv](https://img.shields.io/badge/arXiv-paper-red?logo=arxiv)](https://arxiv.org/abs/2510.10160)
+[![SaFiRe Model](https://img.shields.io/badge/Model-SaFiRe-black?logo=github)](https://github.com/zhenjiemao/SaFiRe)
+[![aRefCOCO Dataset](https://img.shields.io/badge/Dataset-aRefCOCO-blue?logo=github)](https://github.com/zhenjiemao/aRefCOCO)
+[![aRefCOCO Dataset](https://img.shields.io/badge/Dataset-aRefCOCO-yellow?logo=huggingface)](https://huggingface.co/datasets/zhenjiemao/aRefCOCO)
 [![License: CC BY 4.0](https://img.shields.io/badge/License-CC--BY--4.0-lightgrey.svg)](https://creativecommons.org/licenses/by/4.0/)
 
 **aRefCOCO** (Ambiguous RefCOCO) is a dataset specifically constructed for Referring Image Segmentation (RIS), focusing on **referential ambiguity** that frequently arises in real-world application.  It introduces **object-distracting expressions**, which involve multiple entities with contextual cues, and **category-implicit expressions**, where the object class is not explicitly stated. Each entity is paired with an image, a target segmentation mask, multiple referring descriptions, and supporting metadata such as bounding boxes and category labels. In addition to the original benchmark used for evaluation, aRefCOCO now provides an extended **train split** to support model training and further research on referential ambiguity in referring segmentation and related tasks.
@@ -99,7 +102,7 @@ print(f"Descriptions: {sample['descriptions']}")
 
 This Hugging Face repository contains the dataset in **Parquet/Arrow format** for easy loading. 
 
-For alternative formats and implementations, please visit the **[GitHub Repository](https://github.com/zhenjiemao/SaFiRe)** which includes:
+For alternative formats and implementations, please visit the **[GitHub Repository](https://github.com/zhenjiemao/aRefCOCO)** which includes:
 - Custom PyTorch Dataset class (`refdataset/refdataset.py`)
 - Source images and masks in original quality
 - JSONL metadata files