Multimodal-Fatima/VQAv2_sample_validation_20
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_20
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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: 7350896.0
num_examples: 20
download_size: 5171987
dataset_size: 7350896.0
---
# Dataset Card for "VQAv2_sample_validation_20"
[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_20
数据集特征
-
问题相关特征
question_type: 字符串类型question_id: 整数类型question: 字符串类型
-
答案相关特征
multiple_choice_answer: 字符串类型answers: 字符串序列answers_original: 列表类型,包含以下子特征:answer: 字符串类型answer_confidence: 字符串类型answer_id: 整数类型
-
图像相关特征
id_image: 整数类型image: 图像类型id: 整数类型
-
描述与检测特征
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,包含以下子特征:attribute: 字符串类型box: 浮点数序列label: 字符串类型location: 字符串类型ratio: 浮点数类型size: 字符串类型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_clip_ViT_L_14: 列表类型,包含以下子特征:attribute: 字符串类型box: 浮点数序列label: 字符串类型location: 字符串类型ratio: 浮点数类型size: 字符串类型tag: 字符串类型
DETA_detections_deta_swin_large_o365_clip_ViT_L_14_blip_caption: 列表类型,包含以下子特征:attribute: 字符串类型box: 浮点数序列caption: 字符串类型label: 字符串类型location: 字符串类型ratio: 浮点数类型size: 字符串类型tag: 字符串类型
new_info_captions3: 列表类型,包含以下子特征:attribute: 字符串类型box: 浮点数序列caption: 字符串类型captions_module: 字符串序列label: 字符串类型location: 字符串类型ratio: 浮点数类型size: 字符串类型tag: 字符串类型
DETA_detections_deta_swin_large_o365_clip_ViT_L_14_blip_caption_caption_module: 列表类型,包含以下子特征:attribute: 字符串类型box: 浮点数序列caption: 字符串类型captions_module: 字符串类型label: 字符串类型location: 字符串类型ratio: 浮点数类型size: 字符串类型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,包含以下子特征:attribute: 字符串类型box: 浮点数序列caption: 字符串类型captions_module: 字符串类型label: 字符串类型location: 字符串类型ratio: 浮点数类型size: 字符串类型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,包含以下子特征:attribute: 字符串类型box: 浮点数序列caption: 字符串类型captions_module: 字符串类型captions_module_filter: 字符串序列label: 字符串类型location: 字符串类型ratio: 浮点数类型size: 字符串类型tag: 字符串类型
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: 列表类型,包含以下子特征:attribute: 字符串类型box: 浮点数序列captions_module: 字符串类型captions_module_filter: 字符串序列label: 字符串类型location: 字符串类型ratio: 浮点数类型size: 字符串类型tag: 字符串类型
数据集划分
- 验证集
- 示例数量: 20
- 数据大小: 7350896.0 字节
数据集大小
- 下载大小: 5171987 字节
- 数据集大小: 7350896.0 字节



