diff --git a/README.md b/README.md index 1151cf3bb60419e16b60754e2441b3cb8e95300c..9c2e9a137ad57de68f9689bc56ebb7a3f2a38561 100644 --- a/README.md +++ b/README.md @@ -4,6 +4,8 @@ **The Titan CV Benchmark is primarily designed to evaluate the performance of AGENTS in the field of computer vision (CV).** We have collected more than 200 test examples to comprehensively test the performance of the agent, particularly their capability to solve problems step by step. +**Demo Video: https://youtu.be/dcUb4lUnGj4** + ## Basic principles @@ -20,6 +22,16 @@ In order to distinguish the traditional benchmark of VLM, all collected samples +## Titan CV Agent Series + +[Titan CV Agent Sandbox](https://github.com/DataCanvasAILab/Titan-CV-Agent-Sandbox) + +[Titan CV Agent Executor](https://github.com/DataCanvasAILab/Titan-CV-Agent-Executor) + +[Titan CV Agent Benchmark](https://github.com/DataCanvasAILab/Titan-CV-Agent-Benchmark) + + + ## Quantity Classification This test set collects most of the CV problems on the market and divides them into **4 categories and 22 subcategories**: @@ -104,7 +116,7 @@ This test set collects most of the CV problems on the market and divides them in Each data item contains 6 fields: -```json +``` "id": Data item number, named according to "categories_subcategories_items". "media_path": The path to the media file associated with the data item. "media_type": Media type that the data item depends on. diff --git a/README_CN.md b/README_CN.md index 6dd6bc9b44dfb31619e8629aa336f27044dd4c68..754f8f4624fd4a0f70f5abcd512d778fb4f01cf8 100644 --- a/README_CN.md +++ b/README_CN.md @@ -1,6 +1,8 @@ # Titan 计算机视觉智能体评测基准 -Titan 计算机视觉智能体评测基准主要用于测试CV领域的Agent性能。我们广泛收集了200多条测试样例全面测试智能体的性能，尤其是其分步骤解决问题的能力。 +Titan 计算机视觉智能体评测基准主要用于测试计算机视觉领域的智能体性能。我们广泛收集了200多条测试样例全面测试智能体的性能，尤其是其分步骤解决问题的能力。 + +**演示视频：https://youtu.be/dcUb4lUnGj4** @@ -8,13 +10,23 @@ Titan 计算机视觉智能体评测基准主要用于测试CV领域的Agent性 为了区别传统测试视觉-语言模型的评测基准，所有收集的样例将遵循以下原则： -① 模态多样，包括各种类型的图片和视频。领域丰富，包含工业、医疗、农业、环境、社交、文化、体育以及科学研究等多种领域。 +① **模态多样**，包括各种类型的图片和视频。领域丰富，包含工业、医疗、农业、环境、社交、文化、体育以及科学研究等多种领域。 + +② 每个问题将尽力维持其复杂性，不是任何一步（例如只使用VLM）就能够解决的。而是需要**多步骤的串行思考**。 + +③ 每个问题将**专注考察智能体的智能**，它必须对人类简单、对机器复杂，它看起来不复杂，除了医学领域，可以被任何一个毫无经验的成年人轻易理解，但需要充分调动其思考、认知能力。对于机器来说，传统的背诵、计算、速度优势是无益于解出这些题目的，需要其与人类相似的空间认知或高级理解能力。 + +④ 每个问题是复杂的，但**答案是简单的、可验证的**，避免开放式问答对结果检验的压力，如果类似位置区别的问题，为避免歧义，会给予一定的选项，但同时为了避免智能体猜测到正确答案，备选答案通常会设置到6个以上，降低其猜测的风险。 + -② 每个问题将尽力维持其复杂性，不是任何一步（例如只使用VLM）就能够解决的。而是需要多步骤的串行思考。 -③ 每个问题将专注考察智能体的智能，它必须对人类简单、对机器复杂，它看起来不复杂，除了医学领域，可以被任何一个毫无经验的成年人轻易理解，但需要充分调动其思考、认知能力。对于机器来说，传统的背诵、计算、速度优势是无益于解出这些题目的，需要其与人类相似的空间认知或高级理解能力。 +## Titan 计算机视觉智能体系列 -④ 每个问题是复杂的，但答案是简单的、可验证的，避免开放式问答对结果检验的压力，如果类似位置区别的问题，为避免歧义，会给予一定的选项，但同时为了避免智能体猜测到正确答案，备选答案通常会设置到6个以上，降低其猜测的风险。 +[Titan 计算机视觉智能体沙箱](https://github.com/DataCanvasAILab/Titan-CV-Agent-Sandbox) + +[Titan 计算机视觉智能体执行器](https://github.com/DataCanvasAILab/Titan-CV-Agent-Executor) + +[Titan 计算机视觉智能体评测基准](https://github.com/DataCanvasAILab/Titan-CV-Agent-Benchmark) @@ -98,7 +110,7 @@ Titan 计算机视觉智能体评测基准主要用于测试CV领域的Agent性 每个数据项包含6个字段： -```json +``` "id": 数据项编号，按照“大类_小类_标号”命名。 "media_path": 数据项依赖的媒体位置。 "media_type": 数据项依赖的媒体类型。 @@ -176,24 +188,24 @@ Titan 计算机视觉智能体评测基准主要用于测试CV领域的Agent性 -## Acknowledgments +## 致谢 -This project is supported by +此项目由北京九章云极科技有限公司提供支持： -***[Datacanvas - Empowering AI Native Businesses Worldwide](https://www.datacanvas.com/en/AboutUs)*** +***[九章云极 - 助力全球企业智能升级](https://www.datacanvas.com/AboutUs)*** -> TEL: +86 400-805-7188 +> 咨询热线：+86 400-805-7188 > -> Email: sophia@zetyun.com +> 电子邮件：sophia@zetyun.com > -> Beijing Office: 6F&8F, Building C, HEYING Center, 10 Xiaoyingxi Road, Haidian District, Beijing, China +> 北京职场：北京市海淀区和盈中心C座6层&8层 > -> Shanghai Office: 10F, Building 1, SHIBEI TBC Center, Lane 1401, Jiangchang Road, Jing'an District, Shanghai, China +> 上海职场：上海市静安区市北壹中心1号楼10层 -## License +## 许可证 -Titan CV Agent Benchmark uses the following license agreement: +Titan 计算机视觉智能体评测基准将使用下列许可证: **Apache License Version 2.0** \ No newline at end of file diff --git a/imgs/07_collage.jpg b/imgs/07_collage.jpg index 53e1ad6bfcb49d5ff0a94807d7a15b26ecc20bca..510728d58e945ba9a978f671ff1a979c80714b07 100644 --- a/imgs/07_collage.jpg +++ b/imgs/07_collage.jpg @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid 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"media/07/1_7_6.mp4", "media_type": "video", - "query": "有一路口设置了红色警戒区，旁边显示读秒计时器用以测试通过路口的车速。已知红色警戒区现实长度为10米，为了方便观察，视频被放慢了10倍，读秒请以整数计算，最终结果保留1位小数。请回答一个具有一位小数的浮点数，保留1位小数，例如：1.0。请直接输出答案，不要输出任何符号、解释或说明。", + "query": "有一路口设置了红色警戒区，旁边显示读秒计时器用以测试通过路口的黄色出租车的车速。已知红色警戒区现实长度为10米，为了方便观察，视频被放慢了10倍，读秒请以整数计算，最终结果保留1位小数。请回答一个具有一位小数的浮点数，保留1位小数，例如：1.0。请直接输出答案，不要输出任何符号、解释或说明。", "answer": "51.4", "note": "23-16=7s 7s/10=0.7s 10m/0.7s=14.28m/s=51.4km/h" }, @@ -1196,7 +1196,7 @@ "media_path": "media/07/1_7_7.jpg", "media_type": "image", "query": "人行横道设置有不礼让行人拍照，请输出行人总数和不礼让行人的车辆数，以逗号分割。请按照：(行人总数（整数），不礼让行人的车辆数（整数）)的格式直接回答，例如：(1,2)。请直接输出答案，不要输出任何符号、解释或说明。", - "answer": "11,1", + "answer": "(11,1)", "note": "" }, {