HanxuHU/mmmu_de

--- dataset_info: - config_name: Accounting features: - name: id dtype: string - name: question dtype: string - name: options dtype: string - name: explanation dtype: string - name: image_1 dtype: image - name: image_2 dtype: image - name: image_3 dtype: image - name: image_4 dtype: image - name: image_5 dtype: image - name: image_6 dtype: image - name: image_7 dtype: image - name: img_type dtype: string - name: answer dtype: string - name: topic_difficulty dtype: string - name: question_type dtype: string - name: subfield dtype: string splits: - name: validation num_bytes: 1599764.0 num_examples: 30 download_size: 1536376 dataset_size: 1599764.0 - config_name: Agriculture features: - name: id dtype: string - name: question dtype: string - name: options dtype: string - name: explanation dtype: string - name: image_1 dtype: image - name: image_2 dtype: image - name: image_3 dtype: image - name: image_4 dtype: image - name: image_5 dtype: image - name: image_6 dtype: image - name: image_7 dtype: image - name: img_type dtype: string - name: answer dtype: string - name: topic_difficulty dtype: string - name: question_type dtype: string - name: subfield dtype: string splits: - name: validation num_bytes: 119218079.0 num_examples: 30 download_size: 119223778 dataset_size: 119218079.0 - config_name: Art_Theory features: - name: id dtype: string - name: question dtype: string - name: options dtype: string - name: explanation dtype: string - name: image_1 dtype: image - name: image_2 dtype: image - name: image_3 dtype: image - name: image_4 dtype: image - name: image_5 dtype: image - name: image_6 dtype: image - name: image_7 dtype: image - name: img_type dtype: string - name: answer dtype: string - name: topic_difficulty dtype: string - name: question_type dtype: string - name: subfield dtype: string splits: - name: validation num_bytes: 33481614.0 num_examples: 30 download_size: 29784258 dataset_size: 33481614.0 - config_name: Clinical_Medicine features: - name: id dtype: string - name: question dtype: string - name: options dtype: string - name: explanation dtype: string - name: image_1 dtype: image - name: image_2 dtype: image - name: image_3 dtype: image - name: image_4 dtype: image - name: image_5 dtype: image - name: image_6 dtype: image - name: image_7 dtype: image - name: img_type dtype: string - name: answer dtype: string - name: topic_difficulty dtype: string - name: question_type dtype: string - name: subfield dtype: string splits: - name: validation num_bytes: 10883415.0 num_examples: 30 download_size: 10887096 dataset_size: 10883415.0 - config_name: Design features: - name: id dtype: string - name: question dtype: string - name: options dtype: string - name: explanation dtype: string - name: image_1 dtype: image - name: image_2 dtype: image - name: image_3 dtype: image - name: image_4 dtype: image - name: image_5 dtype: image - name: image_6 dtype: image - name: image_7 dtype: image - name: img_type dtype: string - name: answer dtype: string - name: topic_difficulty dtype: string - name: question_type dtype: string - name: subfield dtype: string splits: - name: validation num_bytes: 17923444.0 num_examples: 30 download_size: 16227890 dataset_size: 17923444.0 - config_name: Diagnostics_and_Laboratory_Medicine features: - name: id dtype: string - name: question dtype: string - name: options dtype: string - name: explanation dtype: string - name: image_1 dtype: image - name: image_2 dtype: image - name: image_3 dtype: image - name: image_4 dtype: image - name: image_5 dtype: image - name: image_6 dtype: image - name: image_7 dtype: image - name: img_type dtype: string - name: answer dtype: string - name: topic_difficulty dtype: string - name: question_type dtype: string - name: subfield dtype: string splits: - name: validation num_bytes: 37106618.0 num_examples: 30 download_size: 37090475 dataset_size: 37106618.0 - config_name: Economics features: - name: id dtype: string - name: question dtype: string - name: options dtype: string - name: explanation dtype: string - name: image_1 dtype: image - name: image_2 dtype: image - name: image_3 dtype: image - name: image_4 dtype: image - name: image_5 dtype: image - name: image_6 dtype: image - name: image_7 dtype: image - name: img_type dtype: string - name: answer dtype: string - name: topic_difficulty dtype: string - name: question_type dtype: string - name: subfield dtype: string splits: - name: validation num_bytes: 1487985.0 num_examples: 30 download_size: 1425179 dataset_size: 1487985.0 - config_name: Energy_and_Power features: - name: id dtype: string - name: question dtype: string - name: options dtype: string - name: explanation dtype: string - name: image_1 dtype: image - name: image_2 dtype: image - name: image_3 dtype: image - name: image_4 dtype: image - name: image_5 dtype: image - name: image_6 dtype: image - name: image_7 dtype: image - name: img_type dtype: string - name: answer dtype: string - name: topic_difficulty dtype: string - name: question_type dtype: string - name: subfield dtype: string splits: - name: validation num_bytes: 1643312.0 num_examples: 30 download_size: 1647583 dataset_size: 1643312.0 - config_name: Finance features: - name: id dtype: string - name: question dtype: string - name: options dtype: string - name: explanation dtype: string - name: image_1 dtype: image - name: image_2 dtype: image - name: image_3 dtype: image - name: image_4 dtype: image - name: image_5 dtype: image - name: image_6 dtype: image - name: image_7 dtype: image - name: img_type dtype: string - name: answer dtype: string - name: topic_difficulty dtype: string - name: question_type dtype: string - name: subfield dtype: string splits: - name: validation num_bytes: 1072662.0 num_examples: 30 download_size: 1004589 dataset_size: 1072662.0 - config_name: Geography features: - name: id dtype: string - name: question dtype: string - name: options dtype: string - name: explanation dtype: string - name: image_1 dtype: image - name: image_2 dtype: image - name: image_3 dtype: image - name: image_4 dtype: image - name: image_5 dtype: image - name: image_6 dtype: image - name: image_7 dtype: image - name: img_type dtype: string - name: answer dtype: string - name: topic_difficulty dtype: string - name: question_type dtype: string - name: subfield dtype: string splits: - name: validation num_bytes: 6671745.0 num_examples: 30 download_size: 6678013 dataset_size: 6671745.0 - config_name: History features: - name: id dtype: string - name: question dtype: string - name: options dtype: string - name: explanation dtype: string - name: image_1 dtype: image - name: image_2 dtype: image - name: image_3 dtype: image - name: image_4 dtype: image - name: image_5 dtype: image - name: image_6 dtype: image - name: image_7 dtype: image - name: img_type dtype: string - name: answer dtype: string - name: topic_difficulty dtype: string - name: question_type dtype: string - name: subfield dtype: string splits: - name: validation num_bytes: 8820529.0 num_examples: 30 download_size: 8430938 dataset_size: 8820529.0 - config_name: Literature features: - name: id dtype: string - name: question dtype: string - name: options dtype: string - name: explanation dtype: string - name: image_1 dtype: image - name: image_2 dtype: image - name: image_3 dtype: image - name: image_4 dtype: image - name: image_5 dtype: image - name: image_6 dtype: image - name: image_7 dtype: image - name: img_type dtype: string - name: answer dtype: string - name: topic_difficulty dtype: string - name: question_type dtype: string - name: subfield dtype: string splits: - name: validation num_bytes: 14241754.0 num_examples: 30 download_size: 14246959 dataset_size: 14241754.0 - config_name: Manage features: - name: id dtype: string - name: question dtype: string - name: options dtype: string - name: explanation dtype: string - name: image_1 dtype: image - name: image_2 dtype: image - name: image_3 dtype: image - name: image_4 dtype: image - name: image_5 dtype: image - name: image_6 dtype: image - name: image_7 dtype: image - name: img_type dtype: string - name: answer dtype: string - name: topic_difficulty dtype: string - name: question_type dtype: string - name: subfield dtype: string splits: - name: validation num_bytes: 3279887.0 num_examples: 30 download_size: 3142892 dataset_size: 3279887.0 - config_name: Marketing features: - name: id dtype: string - name: question dtype: string - name: options dtype: string - name: explanation dtype: string - name: image_1 dtype: image - name: image_2 dtype: image - name: image_3 dtype: image - name: image_4 dtype: image - name: image_5 dtype: image - name: image_6 dtype: image - name: image_7 dtype: image - name: img_type dtype: string - name: answer dtype: string - name: topic_difficulty dtype: string - name: question_type dtype: string - name: subfield dtype: string splits: - name: validation num_bytes: 1474291.0 num_examples: 30 download_size: 1362031 dataset_size: 1474291.0 - config_name: Mechanical_Engineering features: - name: id dtype: string - name: question dtype: string - name: options dtype: string - name: explanation dtype: string - name: image_1 dtype: image - name: image_2 dtype: image - name: image_3 dtype: image - name: image_4 dtype: image - name: image_5 dtype: image - name: image_6 dtype: image - name: image_7 dtype: image - name: img_type dtype: string - name: answer dtype: string - name: topic_difficulty dtype: string - name: question_type dtype: string - name: subfield dtype: string splits: - name: validation num_bytes: 876316.0 num_examples: 30 download_size: 878723 dataset_size: 876316.0 - config_name: Pharmacy features: - name: id dtype: string - name: question dtype: string - name: options dtype: string - name: explanation dtype: string - name: image_1 dtype: image - name: image_2 dtype: image - name: image_3 dtype: image - name: image_4 dtype: image - name: image_5 dtype: image - name: image_6 dtype: image - name: image_7 dtype: image - name: img_type dtype: string - name: answer dtype: string - name: topic_difficulty dtype: string - name: question_type dtype: string - name: subfield dtype: string splits: - name: validation num_bytes: 1657130.0 num_examples: 30 download_size: 1551943 dataset_size: 1657130.0 - config_name: Physics features: - name: id dtype: string - name: question dtype: string - name: options dtype: string - name: explanation dtype: string - name: image_1 dtype: image - name: image_2 dtype: image - name: image_3 dtype: image - name: image_4 dtype: image - name: image_5 dtype: image - name: image_6 dtype: image - name: image_7 dtype: image - name: img_type dtype: string - name: answer dtype: string - name: topic_difficulty dtype: string - name: question_type dtype: string - name: subfield dtype: string splits: - name: validation num_bytes: 1115184.0 num_examples: 30 download_size: 1117717 dataset_size: 1115184.0 - config_name: Public_Health features: - name: id dtype: string - name: question dtype: string - name: options dtype: string - name: explanation dtype: string - name: image_1 dtype: image - name: image_2 dtype: image - name: image_3 dtype: image - name: image_4 dtype: image - name: image_5 dtype: image - name: image_6 dtype: image - name: image_7 dtype: image - name: img_type dtype: string - name: answer dtype: string - name: topic_difficulty dtype: string - name: question_type dtype: string - name: subfield dtype: string splits: - name: validation num_bytes: 1510747.0 num_examples: 30 download_size: 1510884 dataset_size: 1510747.0 configs: - config_name: Accounting data_files: - split: validation path: Accounting/validation-* - config_name: Agriculture data_files: - split: validation path: Agriculture/validation-* - config_name: Art_Theory data_files: - split: validation path: Art_Theory/validation-* - config_name: Clinical_Medicine data_files: - split: validation path: Clinical_Medicine/validation-* - config_name: Design data_files: - split: validation path: Design/validation-* - config_name: Diagnostics_and_Laboratory_Medicine data_files: - split: validation path: Diagnostics_and_Laboratory_Medicine/validation-* - config_name: Economics data_files: - split: validation path: Economics/validation-* - config_name: Energy_and_Power data_files: - split: validation path: Energy_and_Power/validation-* - config_name: Finance data_files: - split: validation path: Finance/validation-* - config_name: Geography data_files: - split: validation path: Geography/validation-* - config_name: History data_files: - split: validation path: History/validation-* - config_name: Literature data_files: - split: validation path: Literature/validation-* - config_name: Manage data_files: - split: validation path: Manage/validation-* - config_name: Marketing data_files: - split: validation path: Marketing/validation-* - config_name: Mechanical_Engineering data_files: - split: validation path: Mechanical_Engineering/validation-* - config_name: Pharmacy data_files: - split: validation path: Pharmacy/validation-* - config_name: Physics data_files: - split: validation path: Physics/validation-* - config_name: Public_Health data_files: - split: validation path: Public_Health/validation-* ---数据集信息： 1. 配置名称：会计学（Accounting） 特征字段包含以下16项： - id，数据类型：字符串（string） - question，数据类型：字符串（string） - options，数据类型：字符串（string） - explanation，数据类型：字符串（string） - image_1，数据类型：图像（image） - image_2，数据类型：图像（image） - image_3，数据类型：图像（image） - image_4，数据类型：图像（image） - image_5，数据类型：图像（image） - image_6，数据类型：图像（image） - image_7，数据类型：图像（image） - img_type，数据类型：字符串（string） - answer，数据类型：字符串（string） - topic_difficulty，数据类型：字符串（string） - question_type，数据类型：字符串（string） - subfield，数据类型：字符串（string） 数据集划分： - 划分名称：验证集（validation），字节数：1599764.0，样本数量：30 下载大小：1536376，数据集大小：1599764.0 2. 配置名称：农学（Agriculture） 特征字段与会计学配置一致 数据集划分： - 划分名称：验证集，字节数：119218079.0，样本数量：30 下载大小：119223778，数据集大小：119218079.0 3. 配置名称：艺术理论（Art_Theory） 特征字段与会计学配置一致 数据集划分： - 划分名称：验证集，字节数：33481614.0，样本数量：30 下载大小：29784258，数据集大小：33481614.0 4. 配置名称：临床医学（Clinical_Medicine） 特征字段与会计学配置一致 数据集划分： - 划分名称：验证集，字节数：10883415.0，样本数量：30 下载大小：10887096，数据集大小：10883415.0 5. 配置名称：设计学（Design） 特征字段与会计学配置一致 数据集划分： - 划分名称：验证集，字节数：17923444.0，样本数量：30 下载大小：16227890，数据集大小：17923444.0 6. 配置名称：诊断学与检验医学（Diagnostics_and_Laboratory_Medicine） 特征字段与会计学配置一致 数据集划分： - 划分名称：验证集，字节数：37106618.0，样本数量：30 下载大小：37090475，数据集大小：37106618.0 7. 配置名称：经济学（Economics） 特征字段与会计学配置一致 数据集划分： - 划分名称：验证集，字节数：1487985.0，样本数量：30 下载大小：1425179，数据集大小：1487985.0 8. 配置名称：能源与动力工程（Energy_and_Power） 特征字段与会计学配置一致 数据集划分： - 划分名称：验证集，字节数：1643312.0，样本数量：30 下载大小：1647583，数据集大小：1643312.0 9. 配置名称：金融学（Finance） 特征字段与会计学配置一致 数据集划分： - 划分名称：验证集，字节数：1072662.0，样本数量：30 下载大小：1004589，数据集大小：1072662.0 10. 配置名称：地理学（Geography） 特征字段与会计学配置一致 数据集划分： - 划分名称：验证集，字节数：6671745.0，样本数量：30 下载大小：6678013，数据集大小：6671745.0 11. 配置名称：历史学（History） 特征字段与会计学配置一致 数据集划分： - 划分名称：验证集，字节数：8820529.0，样本数量：30 下载大小：8430938，数据集大小：8820529.0 12. 配置名称：文学（Literature） 特征字段与会计学配置一致 数据集划分： - 划分名称：验证集，字节数：14241754.0，样本数量：30 下载大小：14246959，数据集大小：14241754.0 13. 配置名称：管理学（Manage） 特征字段与会计学配置一致 数据集划分： - 划分名称：验证集，字节数：3279887.0，样本数量：30 下载大小：3142892，数据集大小：3279887.0 14. 配置名称：市场营销学（Marketing） 特征字段与会计学配置一致 数据集划分： - 划分名称：验证集，字节数：1474291.0，样本数量：30 下载大小：1362031，数据集大小：1474291.0 15. 配置名称：机械工程学（Mechanical_Engineering） 特征字段与会计学配置一致 数据集划分： - 划分名称：验证集，字节数：876316.0，样本数量：30 下载大小：878723，数据集大小：876316.0 16. 配置名称：药学（Pharmacy） 特征字段与会计学配置一致 数据集划分： - 划分名称：验证集，字节数：1657130.0，样本数量：30 下载大小：1551943，数据集大小：1657130.0 17. 配置名称：物理学（Physics） 特征字段与会计学配置一致 数据集划分： - 划分名称：验证集，字节数：1115184.0，样本数量：30 下载大小：1117717，数据集大小：1115184.0 18. 配置名称：公共卫生（Public_Health） 特征字段与会计学配置一致 数据集划分： - 划分名称：验证集，字节数：1510747.0，样本数量：30 下载大小：1510884，数据集大小：1510747.0 配置项： 1. 配置名称：会计学（Accounting），数据文件： - 划分：验证集（validation），路径：Accounting/validation-* 2. 配置名称：农学（Agriculture），数据文件： - 划分：验证集，路径：Agriculture/validation-* 3. 配置名称：艺术理论（Art_Theory），数据文件： - 划分：验证集，路径：Art_Theory/validation-* 4. 配置名称：临床医学（Clinical_Medicine），数据文件： - 划分：验证集，路径：Clinical_Medicine/validation-* 5. 配置名称：设计学（Design），数据文件： - 划分：验证集，路径：Design/validation-* 6. 配置名称：诊断学与检验医学（Diagnostics_and_Laboratory_Medicine），数据文件： - 划分：验证集，路径：Diagnostics_and_Laboratory_Medicine/validation-* 7. 配置名称：经济学（Economics），数据文件： - 划分：验证集，路径：Economics/validation-* 8. 配置名称：能源与动力工程（Energy_and_Power），数据文件： - 划分：验证集，路径：Energy_and_Power/validation-* 9. 配置名称：金融学（Finance），数据文件： - 划分：验证集，路径：Finance/validation-* 10. 配置名称：地理学（Geography），数据文件： - 划分：验证集，路径：Geography/validation-* 11. 配置名称：历史学（History），数据文件： - 划分：验证集，路径：History/validation-* 12. 配置名称：文学（Literature），数据文件： - 划分：验证集，路径：Literature/validation-* 13. 配置名称：管理学（Manage），数据文件： - 划分：验证集，路径：Manage/validation-* 14. 配置名称：市场营销学（Marketing），数据文件： - 划分：验证集，路径：Marketing/validation-* 15. 配置名称：机械工程学（Mechanical_Engineering），数据文件： - 划分：验证集，路径：Mechanical_Engineering/validation-* 16. 配置名称：药学（Pharmacy），数据文件： - 划分：验证集，路径：Pharmacy/validation-* 17. 配置名称：物理学（Physics），数据文件： - 划分：验证集，路径：Physics/validation-* 18. 配置名称：公共卫生（Public_Health），数据文件： - 划分：验证集，路径：Public_Health/validation-*

原始信息汇总

数据集概述

1. Accounting

• 特征: id, question, options, explanation, image_1 到 image_7, img_type, answer, topic_difficulty, question_type, subfield
• 分割: validation
• 数据量: 30 examples
• 存储大小: 1599764.0 bytes
• 下载大小: 1536376 bytes

2. Agriculture

• 特征: id, question, options, explanation, image_1 到 image_7, img_type, answer, topic_difficulty, question_type, subfield
• 分割: validation
• 数据量: 30 examples
• 存储大小: 119218079.0 bytes
• 下载大小: 119223778 bytes

3. Art_Theory

• 特征: id, question, options, explanation, image_1 到 image_7, img_type, answer, topic_difficulty, question_type, subfield
• 分割: validation
• 数据量: 30 examples
• 存储大小: 33481614.0 bytes
• 下载大小: 29784258 bytes

4. Clinical_Medicine

• 特征: id, question, options, explanation, image_1 到 image_7, img_type, answer, topic_difficulty, question_type, subfield
• 分割: validation
• 数据量: 30 examples
• 存储大小: 10883415.0 bytes
• 下载大小: 10887096 bytes

5. Design

• 特征: id, question, options, explanation, image_1 到 image_7, img_type, answer, topic_difficulty, question_type, subfield
• 分割: validation
• 数据量: 30 examples
• 存储大小: 17923444.0 bytes
• 下载大小: 16227890 bytes

6. Diagnostics_and_Laboratory_Medicine

• 特征: id, question, options, explanation, image_1 到 image_7, img_type, answer, topic_difficulty, question_type, subfield
• 分割: validation
• 数据量: 30 examples
• 存储大小: 37106618.0 bytes
• 下载大小: 37090475 bytes

7. Economics

• 特征: id, question, options, explanation, image_1 到 image_7, img_type, answer, topic_difficulty, question_type, subfield
• 分割: validation
• 数据量: 30 examples
• 存储大小: 1487985.0 bytes
• 下载大小: 1425179 bytes

8. Energy_and_Power

• 特征: id, question, options, explanation, image_1 到 image_7, img_type, answer, topic_difficulty, question_type, subfield
• 分割: validation
• 数据量: 30 examples
• 存储大小: 1643312.0 bytes
• 下载大小: 1647583 bytes

9. Finance

• 特征: id, question, options, explanation, image_1 到 image_7, img_type, answer, topic_difficulty, question_type, subfield
• 分割: validation
• 数据量: 30 examples
• 存储大小: 1072662.0 bytes
• 下载大小: 1004589 bytes

10. Geography

• 特征: id, question, options, explanation, image_1 到 image_7, img_type, answer, topic_difficulty, question_type, subfield
• 分割: validation
• 数据量: 30 examples
• 存储大小: 6671745.0 bytes
• 下载大小: 6678013 bytes

11. History

• 特征: id, question, options, explanation, image_1 到 image_7, img_type, answer, topic_difficulty, question_type, subfield
• 分割: validation
• 数据量: 30 examples
• 存储大小: 8820529.0 bytes
• 下载大小: 8430938 bytes

12. Literature

• 特征: id, question, options, explanation, image_1 到 image_7, img_type, answer, topic_difficulty, question_type, subfield
• 分割: validation
• 数据量: 30 examples
• 存储大小: 14241754.0 bytes
• 下载大小: 14246959 bytes

13. Manage

• 特征: id, question, options, explanation, image_1 到 image_7, img_type, answer, topic_difficulty, question_type, subfield
• 分割: validation
• 数据量: 30 examples
• 存储大小: 3279887.0 bytes
• 下载大小: 3142892 bytes

14. Marketing

• 特征: id, question, options, explanation, image_1 到 image_7, img_type, answer, topic_difficulty, question_type, subfield
• 分割: validation
• 数据量: 30 examples
• 存储大小: 1474291.0 bytes
• 下载大小: 1362031 bytes

15. Mechanical_Engineering

• 特征: id, question, options, explanation, image_1 到 image_7, img_type, answer, topic_difficulty, question_type, subfield
• 分割: validation
• 数据量: 30 examples
• 存储大小: 876316.0 bytes
• 下载大小: 878723 bytes

16. Pharmacy

• 特征: id, question, options, explanation, image_1 到 image_7, img_type, answer, topic_difficulty, question_type, subfield
• 分割: validation
• 数据量: 30 examples
• 存储大小: 1657130.0 bytes
• 下载大小: 1551943 bytes

17. Physics

• 特征: id, question, options, explanation, image_1 到 image_7, img_type, answer, topic_difficulty, question_type, subfield
• 分割: validation
• 数据量: 30 examples
• 存储大小: 1115184.0 bytes
• 下载大小: 1117717 bytes

18. Public_Health

• 特征: id, question, options, explanation, image_1 到 image_7, img_type, answer, topic_difficulty, question_type, subfield
• 分割: validation
• 数据量: 30 examples
• 存储大小: 1510747.0 bytes
• 下载大小: 1510884 bytes