Multimodal-Fatima/VQAv2_validation
收藏Hugging Face2023-04-26 更新2024-03-04 收录
下载链接：
https://hf-mirror.com/datasets/Multimodal-Fatima/VQAv2_validation
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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: LLM_Description_gpt3_downstream_tasks_visual_genome_ViT_L_14
sequence: 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: 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: Attributes_ViT_L_14_descriptors_text_davinci_003_full
sequence: string
- name: clip_tags_ViT_L_14_wo_openai
sequence: string
- name: clip_tags_ViT_L_14_with_openai
sequence: string
- name: clip_tags_LAION_ViT_H_14_2B_wo_openai
sequence: string
- name: clip_tags_LAION_ViT_H_14_2B_with_openai
sequence: string
- name: clip_tags_LAION_ViT_bigG_14_2B_wo_openai
sequence: string
- name: clip_tags_LAION_ViT_bigG_14_2B_with_openai
sequence: string
- name: Attributes_LAION_ViT_H_14_2B_descriptors_text_davinci_003_full
sequence: string
- name: Attributes_LAION_ViT_bigG_14_2B_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: 44871053126.0
num_examples: 214354
download_size: 9350701013
dataset_size: 44871053126.0
---
# Dataset Card for "VQAv2_validation"
[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_validation
数据集特征
数据集包含以下特征：
- question_type (string)
- multiple_choice_answer (string)
- answers (sequence: string)
- answers_original (list)
- answer (string)
- answer_confidence (string)
- answer_id (int64)
- id_image (int64)
- answer_type (string)
- question_id (int64)
- question (string)
- image (image)
- id (int64)
- clip_tags_ViT_L_14 (sequence: string)
- blip_caption (string)
- LLM_Description_gpt3_downstream_tasks_visual_genome_ViT_L_14 (sequence: string)
- DETA_detections_deta_swin_large_o365_coco_classes (list)
- attribute (string)
- box (sequence: float32)
- label (string)
- location (string)
- ratio (float32)
- size (string)
- tag (string)
- DETA_detections_deta_swin_large_o365_clip_ViT_L_14 (list)
- attribute (string)
- box (sequence: float64)
- label (string)
- location (string)
- ratio (float64)
- size (string)
- tag (string)
- DETA_detections_deta_swin_large_o365_clip_ViT_L_14_blip_caption (list)
- attribute (string)
- box (sequence: float64)
- caption (string)
- label (string)
- location (string)
- ratio (float64)
- size (string)
- tag (string)
- Attributes_ViT_L_14_descriptors_text_davinci_003_full (sequence: string)
- clip_tags_ViT_L_14_wo_openai (sequence: string)
- clip_tags_ViT_L_14_with_openai (sequence: string)
- clip_tags_LAION_ViT_H_14_2B_wo_openai (sequence: string)
- clip_tags_LAION_ViT_H_14_2B_with_openai (sequence: string)
- clip_tags_LAION_ViT_bigG_14_2B_wo_openai (sequence: string)
- clip_tags_LAION_ViT_bigG_14_2B_with_openai (sequence: string)
- Attributes_LAION_ViT_H_14_2B_descriptors_text_davinci_003_full (sequence: string)
- Attributes_LAION_ViT_bigG_14_2B_descriptors_text_davinci_003_full (sequence: string)
- DETA_detections_deta_swin_large_o365_coco_classes_caption_module_random (list)
- attribute (string)
- box (sequence: float64)
- captions_module (sequence: string)
- captions_module_filter (sequence: string)
- label (string)
- location (string)
- ratio (float64)
- size (string)
- tag (string)
数据集分割
- validation
- 数据量: 44871053126.0 字节
- 示例数量: 214354
数据集大小
- 下载大小: 9350701013 字节
- 数据集大小: 44871053126.0 字节
