HanxuHU/mmmu_th

Name: HanxuHU/mmmu_th
Creator: HanxuHU
Published: 2024-04-04 04:37:33
License: 暂无描述

Hugging Face2024-04-04 更新2024-06-11 收录

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--- 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: 1608508.0 num_examples: 30 download_size: 1539948 dataset_size: 1608508.0 - 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: 119222088.0 num_examples: 30 download_size: 119225355 dataset_size: 119222088.0 - config_name: Architecture_and_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: 730957.0 num_examples: 30 download_size: 730963 dataset_size: 730957.0 - config_name: Art 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: 29938565.0 num_examples: 30 download_size: 29941296 dataset_size: 29938565.0 - 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: 33483477.0 num_examples: 30 download_size: 29784730 dataset_size: 33483477.0 - config_name: Basic_Medical_Science 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: 4129143.0 num_examples: 30 download_size: 4136065 dataset_size: 4129143.0 - config_name: Biology 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: 8499901.0 num_examples: 30 download_size: 8497039 dataset_size: 8499901.0 - config_name: Chemistry 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: 1525165.0 num_examples: 30 download_size: 1524411 dataset_size: 1525165.0 - 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: 10891316.0 num_examples: 30 download_size: 10889174 dataset_size: 10891316.0 - config_name: Computer_Science 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: 2079428.0 num_examples: 30 download_size: 2081465 dataset_size: 2079428.0 - 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: 17925837.0 num_examples: 30 download_size: 16228899 dataset_size: 17925837.0 - 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: 37109598.0 num_examples: 30 download_size: 37090620 dataset_size: 37109598.0 - 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: 1494866.0 num_examples: 30 download_size: 1428595 dataset_size: 1494866.0 - config_name: Electronics 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: 644756.0 num_examples: 30 download_size: 645350 dataset_size: 644756.0 - 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: 1652711.0 num_examples: 30 download_size: 1651654 dataset_size: 1652711.0 - 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: 1083786.0 num_examples: 30 download_size: 1010588 dataset_size: 1083786.0 - 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: 6676465.0 num_examples: 30 download_size: 6678327 dataset_size: 6676465.0 - 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: 8824664.0 num_examples: 30 download_size: 8432451 dataset_size: 8824664.0 - 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: 14245622.0 num_examples: 30 download_size: 14248581 dataset_size: 14245622.0 - 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: 3297865.0 num_examples: 30 download_size: 3146540 dataset_size: 3297865.0 - 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: 1482390.0 num_examples: 30 download_size: 1365050 dataset_size: 1482390.0 - config_name: Materials 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: 2311813.0 num_examples: 30 download_size: 2312357 dataset_size: 2311813.0 - config_name: Math 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: 1450496.0 num_examples: 30 download_size: 1451285 dataset_size: 1450496.0 - 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: 882721.0 num_examples: 30 download_size: 881837 dataset_size: 882721.0 - config_name: Music 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: 9361424.0 num_examples: 30 download_size: 9364576 dataset_size: 9361424.0 - 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: 1662710.0 num_examples: 30 download_size: 1553400 dataset_size: 1662710.0 - 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: 1121984.0 num_examples: 30 download_size: 1120650 dataset_size: 1121984.0 - config_name: Psychology 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: 4436175.0 num_examples: 30 download_size: 4317851 dataset_size: 4436175.0 - 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: 1525148.0 num_examples: 30 download_size: 1514003 dataset_size: 1525148.0 - config_name: Sociology 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: 18458525.0 num_examples: 30 download_size: 18461351 dataset_size: 18458525.0 configs: - config_name: Accounting data_files: - split: validation path: Accounting/validation-* - config_name: Agriculture data_files: - split: validation path: Agriculture/validation-* - config_name: Architecture_and_Engineering data_files: - split: validation path: Architecture_and_Engineering/validation-* - config_name: Art data_files: - split: validation path: Art/validation-* - config_name: Art_Theory data_files: - split: validation path: Art_Theory/validation-* - config_name: Basic_Medical_Science data_files: - split: validation path: Basic_Medical_Science/validation-* - config_name: Biology data_files: - split: validation path: Biology/validation-* - config_name: Chemistry data_files: - split: validation path: Chemistry/validation-* - config_name: Clinical_Medicine data_files: - split: validation path: Clinical_Medicine/validation-* - config_name: Computer_Science data_files: - split: validation path: Computer_Science/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: Electronics data_files: - split: validation path: Electronics/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: Materials data_files: - split: validation path: Materials/validation-* - config_name: Math data_files: - split: validation path: Math/validation-* - config_name: Mechanical_Engineering data_files: - split: validation path: Mechanical_Engineering/validation-* - config_name: Music data_files: - split: validation path: Music/validation-* - config_name: Pharmacy data_files: - split: validation path: Pharmacy/validation-* - config_name: Physics data_files: - split: validation path: Physics/validation-* - config_name: Psychology data_files: - split: validation path: Psychology/validation-* - config_name: Public_Health data_files: - split: validation path: Public_Health/validation-* - config_name: Sociology data_files: - split: validation path: Sociology/validation-* ---

提供机构：

HanxuHU

原始信息汇总

数据集概述

本数据集包含多个子数据集，每个子数据集对应不同的学科领域，具体包括：

Accounting
Agriculture
Architecture_and_Engineering
Art
Art_Theory
Basic_Medical_Science
Biology
Chemistry
Clinical_Medicine
Computer_Science
Design
Diagnostics_and_Laboratory_Medicine
Economics
Electronics
Energy_and_Power
Finance
Geography
History
Literature
Manage
Marketing
Materials
Math
Mechanical_Engineering
Music
Pharmacy
Physics

数据集特征

每个子数据集包含以下特征：

id: 数据类型为字符串。
question: 数据类型为字符串。
options: 数据类型为字符串。
explanation: 数据类型为字符串。
image_1 至 image_7: 数据类型为图像。
img_type: 数据类型为字符串。
answer: 数据类型为字符串。
topic_difficulty: 数据类型为字符串。
question_type: 数据类型为字符串。
subfield: 数据类型为字符串。

数据集分割

每个子数据集均包含一个名为validation的分割，其详细信息如下：

num_bytes: 表示数据集的大小，单位为字节。
num_examples: 表示验证集中的样本数量，每个子数据集的验证集中样本数量均为30。

数据集大小

每个子数据集的下载大小和实际数据集大小略有差异，具体数值如下：

download_size: 表示数据集的下载大小，单位为字节。
dataset_size: 表示数据集的实际大小，单位为字节。

示例

以Accounting子数据集为例：

features: 包含上述所有特征。
splits: validation分割，num_bytes为1608508.0字节，num_examples为30。
download_size: 1539948字节。
dataset_size: 1608508.0字节。

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