Multimodal-Fatima/VQAv2_sample_validation_100
收藏Hugging Face2023-05-07 更新2024-03-04 收录
下载链接:
https://hf-mirror.com/datasets/Multimodal-Fatima/VQAv2_sample_validation_100
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资源简介:
---
dataset_info:
features:
- name: question_type
dtype: string
- name: multiple_choice_answer
dtype: string
- name: answers
sequence: string
- name: answers_original
list:
- name: answer
dtype: string
- name: answer_confidence
dtype: string
- name: answer_id
dtype: int64
- name: id_image
dtype: int64
- name: answer_type
dtype: string
- name: question_id
dtype: int64
- name: question
dtype: string
- name: image
dtype: image
- name: id
dtype: int64
- name: clip_tags_ViT_L_14
sequence: string
- name: blip_caption
dtype: string
- name: DETA_detections_deta_swin_large_o365_coco_classes
list:
- name: attribute
dtype: string
- name: box
sequence: float32
- name: label
dtype: string
- name: location
dtype: string
- name: ratio
dtype: float32
- name: size
dtype: string
- name: tag
dtype: string
- name: LLM_Description_gpt3_downstream_tasks_visual_genome_ViT_L_14
sequence: string
- name: DETA_detections_deta_swin_large_o365_coco_classes_ViT_L_14
list:
- name: attribute
dtype: string
- name: box
sequence: float64
- name: label
dtype: string
- name: location
dtype: string
- name: ratio
dtype: float64
- name: size
dtype: string
- name: tag
dtype: string
- name: DETA_detections_deta_swin_large_o365_clip_ViT_L_14
list:
- name: attribute
dtype: string
- name: box
sequence: float64
- name: label
dtype: string
- name: location
dtype: string
- name: ratio
dtype: float64
- name: size
dtype: string
- name: tag
dtype: string
- name: DETA_detections_deta_swin_large_o365_clip_ViT_L_14_blip_caption
list:
- name: attribute
dtype: string
- name: box
sequence: float64
- name: caption
dtype: string
- name: label
dtype: string
- name: location
dtype: string
- name: ratio
dtype: float64
- name: size
dtype: string
- name: tag
dtype: string
- name: new_info_captions3
list:
- name: attribute
dtype: string
- name: box
sequence: float64
- name: caption
dtype: string
- name: captions_module
sequence:
sequence: string
- name: label
dtype: string
- name: location
dtype: string
- name: ratio
dtype: float64
- name: size
dtype: string
- name: tag
dtype: string
- name: DETA_detections_deta_swin_large_o365_clip_ViT_L_14_blip_caption_caption_module
list:
- name: attribute
dtype: string
- name: box
sequence: float64
- name: caption
dtype: string
- name: captions_module
sequence: string
- name: label
dtype: string
- name: location
dtype: string
- name: ratio
dtype: float64
- name: size
dtype: string
- name: tag
dtype: string
- name: DETA_detections_deta_swin_large_o365_clip_ViT_L_14_blip_caption_caption_module_without_filtering
list:
- name: attribute
dtype: string
- name: box
sequence: float64
- name: caption
dtype: string
- name: captions_module
sequence: string
- name: label
dtype: string
- name: location
dtype: string
- name: ratio
dtype: float64
- name: size
dtype: string
- name: tag
dtype: string
- name: clip_tags_LAION_ViT_H_14_2B
sequence: string
- name: LLM_Description_gpt3_downstream_tasks_visual_genome_LAION-ViT-H-14-2B
sequence: string
- name: DETA_detections_deta_swin_large_o365_clip_ViT_L_14_blip_caption_caption_module_random
list:
- name: attribute
dtype: string
- name: box
sequence: float64
- name: caption
dtype: string
- name: captions_module
sequence: string
- name: captions_module_filter
sequence: string
- name: label
dtype: string
- name: location
dtype: string
- name: ratio
dtype: float64
- name: size
dtype: string
- name: tag
dtype: string
- name: Attributes_ViT_L_14_descriptors_text_davinci_003_full
sequence: string
splits:
- name: validation
num_bytes: 21617292.0
num_examples: 100
download_size: 17660922
dataset_size: 21617292.0
---
# Dataset Card for "VQAv2_sample_validation_100"
[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
提供机构:
Multimodal-Fatima
原始信息汇总
数据集概述
数据集名称
- VQAv2_sample_validation_100
数据集特征
- 问题类型 (question_type):字符串类型
- 多选答案 (multiple_choice_answer):字符串类型
- 答案 (answers):字符串序列
- 原始答案 (answers_original):列表类型,包含:
- 答案 (answer):字符串类型
- 答案置信度 (answer_confidence):字符串类型
- 答案ID (answer_id):整数类型
- 图像ID (id_image):整数类型
- 答案类型 (answer_type):字符串类型
- 问题ID (question_id):整数类型
- 问题 (question):字符串类型
- 图像 (image):图像类型
- ID (id):整数类型
- clip_tags_ViT_L_14:字符串序列
- blip_caption:字符串类型
- DETA_detections_deta_swin_large_o365_coco_classes:列表类型,包含:
- 属性 (attribute):字符串类型
- 框 (box):浮点数序列
- 标签 (label):字符串类型
- 位置 (location):字符串类型
- 比例 (ratio):浮点数类型
- 大小 (size):字符串类型
- 标签 (tag):字符串类型
- LLM_Description_gpt3_downstream_tasks_visual_genome_ViT_L_14:字符串序列
- DETA_detections_deta_swin_large_o365_coco_classes_ViT_L_14:列表类型,包含:
- 属性 (attribute):字符串类型
- 框 (box):浮点数序列
- 标签 (label):字符串类型
- 位置 (location):字符串类型
- 比例 (ratio):浮点数类型
- 大小 (size):字符串类型
- 标签 (tag):字符串类型
- DETA_detections_deta_swin_large_o365_clip_ViT_L_14:列表类型,包含:
- 属性 (attribute):字符串类型
- 框 (box):浮点数序列
- 标签 (label):字符串类型
- 位置 (location):字符串类型
- 比例 (ratio):浮点数类型
- 大小 (size):字符串类型
- 标签 (tag):字符串类型
- DETA_detections_deta_swin_large_o365_clip_ViT_L_14_blip_caption:列表类型,包含:
- 属性 (attribute):字符串类型
- 框 (box):浮点数序列
- 标题 (caption):字符串类型
- 标签 (label):字符串类型
- 位置 (location):字符串类型
- 比例 (ratio):浮点数类型
- 大小 (size):字符串类型
- 标签 (tag):字符串类型
- new_info_captions3:列表类型,包含:
- 属性 (attribute):字符串类型
- 框 (box):浮点数序列
- 标题 (caption):字符串类型
- 标题模块 (captions_module):字符串序列
- 标签 (label):字符串类型
- 位置 (location):字符串类型
- 比例 (ratio):浮点数类型
- 大小 (size):字符串类型
- 标签 (tag):字符串类型
- DETA_detections_deta_swin_large_o365_clip_ViT_L_14_blip_caption_caption_module:列表类型,包含:
- 属性 (attribute):字符串类型
- 框 (box):浮点数序列
- 标题 (caption):字符串类型
- 标题模块 (captions_module):字符串类型
- 标签 (label):字符串类型
- 位置 (location):字符串类型
- 比例 (ratio):浮点数类型
- 大小 (size):字符串类型
- 标签 (tag):字符串类型
- DETA_detections_deta_swin_large_o365_clip_ViT_L_14_blip_caption_caption_module_without_filtering:列表类型,包含:
- 属性 (attribute):字符串类型
- 框 (box):浮点数序列
- 标题 (caption):字符串类型
- 标题模块 (captions_module):字符串类型
- 标签 (label):字符串类型
- 位置 (location):字符串类型
- 比例 (ratio):浮点数类型
- 大小 (size):字符串类型
- 标签 (tag):字符串类型
- clip_tags_LAION_ViT_H_14_2B:字符串序列
- LLM_Description_gpt3_downstream_tasks_visual_genome_LAION-ViT-H-14-2B:字符串序列
- DETA_detections_deta_swin_large_o365_clip_ViT_L_14_blip_caption_caption_module_random:列表类型,包含:
- 属性 (attribute):字符串类型
- 框 (box):浮点数序列
- 标题 (caption):字符串类型
- 标题模块 (captions_module):字符串类型
- 标题模块过滤器 (captions_module_filter):字符串序列
- 标签 (label):字符串类型
- 位置 (location):字符串类型
- 比例 (ratio):浮点数类型
- 大小 (size):字符串类型
- 标签 (tag):字符串类型
- Attributes_ViT_L_14_descriptors_text_davinci_003_full:字符串序列
数据集分割
- 验证集 (validation):包含100个样本,数据量大小为21617292.0字节。
数据集大小
- 下载大小:17660922字节
- 数据集大小:21617292.0字节



