Multimodal-Fatima/VQAv2_sample_validation_10
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_10
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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
- name: DETA_detections_deta_swin_large_o365_coco_classes_caption_module_random
list:
- name: attribute
dtype: string
- name: box
sequence: float64
- 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
splits:
- name: validation
num_bytes: 3811205.0
num_examples: 10
download_size: 2713024
dataset_size: 3811205.0
---
# Dataset Card for "VQAv2_sample_validation_10"
[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
- 名称: VQAv2_sample_validation_10
数据集特征
- 问题类型 (
question_type): 字符串 - 多选答案 (
multiple_choice_answer): 字符串 - 答案 (
answers): 字符串序列 - 原始答案 (
answers_original): 列表,包含:- 答案 (
answer): 字符串 - 答案置信度 (
answer_confidence): 字符串 - 答案ID (
answer_id): 整数64位
- 答案 (
- 图像ID (
id_image): 整数64位 - 答案类型 (
answer_type): 字符串 - 问题ID (
question_id): 整数64位 - 问题 (
question): 字符串 - 图像 (
image): 图像类型 - ID (
id): 整数64位 - clip_tags_ViT_L_14 (
clip_tags_ViT_L_14): 字符串序列 - blip_caption (
blip_caption): 字符串 - DETA_detections_deta_swin_large_o365_coco_classes (
DETA_detections_deta_swin_large_o365_coco_classes): 列表,包含:- 属性 (
attribute): 字符串 - 框 (
box): 浮点32位序列 - 标签 (
label): 字符串 - 位置 (
location): 字符串 - 比例 (
ratio): 浮点32位 - 大小 (
size): 字符串 - 标签 (
tag): 字符串
- 属性 (
- LLM_Description_gpt3_downstream_tasks_visual_genome_ViT_L_14 (
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 (
DETA_detections_deta_swin_large_o365_coco_classes_ViT_L_14): 列表,包含:- 属性 (
attribute): 字符串 - 框 (
box): 浮点64位序列 - 标签 (
label): 字符串 - 位置 (
location): 字符串 - 比例 (
ratio): 浮点64位 - 大小 (
size): 字符串 - 标签 (
tag): 字符串
- 属性 (
- DETA_detections_deta_swin_large_o365_clip_ViT_L_14 (
DETA_detections_deta_swin_large_o365_clip_ViT_L_14): 列表,包含:- 属性 (
attribute): 字符串 - 框 (
box): 浮点64位序列 - 标签 (
label): 字符串 - 位置 (
location): 字符串 - 比例 (
ratio): 浮点64位 - 大小 (
size): 字符串 - 标签 (
tag): 字符串
- 属性 (
- DETA_detections_deta_swin_large_o365_clip_ViT_L_14_blip_caption (
DETA_detections_deta_swin_large_o365_clip_ViT_L_14_blip_caption): 列表,包含:- 属性 (
attribute): 字符串 - 框 (
box): 浮点64位序列 - 标题 (
caption): 字符串 - 标签 (
label): 字符串 - 位置 (
location): 字符串 - 比例 (
ratio): 浮点64位 - 大小 (
size): 字符串 - 标签 (
tag): 字符串
- 属性 (
- new_info_captions3 (
new_info_captions3): 列表,包含:- 属性 (
attribute): 字符串 - 框 (
box): 浮点64位序列 - 标题 (
caption): 字符串 - 标题模块 (
captions_module): 字符串序列 - 标签 (
label): 字符串 - 位置 (
location): 字符串 - 比例 (
ratio): 浮点64位 - 大小 (
size): 字符串 - 标签 (
tag): 字符串
- 属性 (
- DETA_detections_deta_swin_large_o365_clip_ViT_L_14_blip_caption_caption_module (
DETA_detections_deta_swin_large_o365_clip_ViT_L_14_blip_caption_caption_module): 列表,包含:- 属性 (
attribute): 字符串 - 框 (
box): 浮点64位序列 - 标题 (
caption): 字符串 - 标题模块 (
captions_module): 字符串序列 - 标签 (
label): 字符串 - 位置 (
location): 字符串 - 比例 (
ratio): 浮点64位 - 大小 (
size): 字符串 - 标签 (
tag): 字符串
- 属性 (
- DETA_detections_deta_swin_large_o365_clip_ViT_L_14_blip_caption_caption_module_without_filtering (
DETA_detections_deta_swin_large_o365_clip_ViT_L_14_blip_caption_caption_module_without_filtering): 列表,包含:- 属性 (
attribute): 字符串 - 框 (
box): 浮点64位序列 - 标题 (
caption): 字符串 - 标题模块 (
captions_module): 字符串序列 - 标签 (
label): 字符串 - 位置 (
location): 字符串 - 比例 (
ratio): 浮点64位 - 大小 (
size): 字符串 - 标签 (
tag): 字符串
- 属性 (
- clip_tags_LAION_ViT_H_14_2B (
clip_tags_LAION_ViT_H_14_2B): 字符串序列 - LLM_Description_gpt3_downstream_tasks_visual_genome_LAION-ViT-H-14-2B (
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 (
DETA_detections_deta_swin_large_o365_clip_ViT_L_14_blip_caption_caption_module_random): 列表,包含:- 属性 (
attribute): 字符串 - 框 (
box): 浮点64位序列 - 标题 (
caption): 字符串 - 标题模块 (
captions_module): 字符串序列 - 标题模块过滤器 (
captions_module_filter): 字符串序列 - 标签 (
label): 字符串 - 位置 (
location): 字符串 - 比例 (
ratio): 浮点64位 - 大小 (
size): 字符串 - 标签 (
tag): 字符串
- 属性 (
- Attributes_ViT_L_14_descriptors_text_davinci_003_full (
Attributes_ViT_L_14_descriptors_text_davinci_003_full): 字符串序列 - DETA_detections_deta_swin_large_o365_coco_classes_caption_module_random (
DETA_detections_deta_swin_large_o365_coco_classes_caption_module_random): 列表,包含:- 属性 (
attribute): 字符串 - 框 (
box): 浮点64位序列 - 标题模块 (
captions_module): 字符串序列 - 标题模块过滤器 (
captions_module_filter): 字符串序列 - 标签 (
label): 字符串 - 位置 (
location): 字符串 - 比例 (
ratio): 浮点64位 - 大小 (
size): 字符串 - 标签 (
tag): 字符串
- 属性 (
数据集分割
- 验证集 (
validation):- 示例数量: 10
- 数据量: 3811205.0字节
数据集大小
- 下载大小: 2713024字节
- 数据集大小: 3811205.0字节



