SEACrowd/xm3600

Crossmodal-3600数据集（简称XM3600）是一个包含3600张图像的地理多样性数据集，这些图像来自世界各地，覆盖了36种语言。数据集中的图像被标注了人类生成的多语言参考标题，确保了风格的一致性，并避免了直接翻译导致的标注伪影。数据集支持的任务是图像字幕生成。

原始信息汇总

Xm3600 数据集概述

数据集简介

• 名称: Xm3600
• 类型: 图像描述数据集
• 语言: 菲律宾语、印尼语、泰语、越南语
• 任务类别: 图像描述
• 标签: 图像描述

数据集详情

• 规模: 3600张图像
• 地理多样性: 图像来自世界各地，覆盖语言所使用的地区
• 描述: 每张图像配有36种语言的人工生成描述，确保风格一致性，避免直接翻译带来的注释偏差

支持任务

• 图像描述

数据集版本

• 源版本: 1.0.0
• SEACrowd版本: 2024.06.20

许可证

• Creative Commons Attribution 4.0 (cc-by-4.0)

引用

• Xm3600:

  @inproceedings{thapliyal-etal-2022-crossmodal, title = "Crossmodal-3600: A Massively Multilingual Multimodal Evaluation Dataset", author = "Thapliyal, Ashish V. and Pont Tuset, Jordi and Chen, Xi and Soricut, Radu", editor = "Goldberg, Yoav and Kozareva, Zornitsa and Zhang, Yue", booktitle = "Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing", month = dec, year = "2022", address = "Abu Dhabi, United Arab Emirates", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2022.emnlp-main.45", doi = "10.18653/v1/2022.emnlp-main.45", pages = "715--729", }

• SEACrowd:

  @article{lovenia2024seacrowd, title={SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages}, author={Holy Lovenia and Rahmad Mahendra and Salsabil Maulana Akbar and Lester James V. Miranda and Jennifer Santoso and Elyanah Aco and Akhdan Fadhilah and Jonibek Mansurov and Joseph Marvin Imperial and Onno P. Kampman and Joel Ruben Antony Moniz and Muhammad Ravi Shulthan Habibi and Frederikus Hudi and Railey Montalan and Ryan Ignatius and Joanito Agili Lopo and William Nixon and Börje F. Karlsson and James Jaya and Ryandito Diandaru and Yuze Gao and Patrick Amadeus and Bin Wang and Jan Christian Blaise Cruz and Chenxi Whitehouse and Ivan Halim Parmonangan and Maria Khelli and Wenyu Zhang and Lucky Susanto and Reynard Adha Ryanda and Sonny Lazuardi Hermawan and Dan John Velasco and Muhammad Dehan Al Kautsar and Willy Fitra Hendria and Yasmin Moslem and Noah Flynn and Muhammad Farid Adilazuarda and Haochen Li and Johanes Lee and R. Damanhuri and Shuo Sun and Muhammad Reza Qorib and Amirbek Djanibekov and Wei Qi Leong and Quyet V. Do and Niklas Muennighoff and Tanrada Pansuwan and Ilham Firdausi Putra and Yan Xu and Ngee Chia Tai and Ayu Purwarianti and Sebastian Ruder and William Tjhi and Peerat Limkonchotiwat and Alham Fikri Aji and Sedrick Keh and Genta Indra Winata and Ruochen Zhang and Fajri Koto and Zheng-Xin Yong and Samuel Cahyawijaya}, year={2024}, eprint={2406.10118}, journal={arXiv preprint arXiv: 2406.10118} }