Multimodal-Fatima/VQAv2_minival_validation_sample
收藏Hugging Face2023-05-23 更新2024-03-04 收录
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https://hf-mirror.com/datasets/Multimodal-Fatima/VQAv2_minival_validation_sample
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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: 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: id
dtype: int64
- 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: 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: 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: 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: clip_tags_ViT_B_16_with_openai
sequence: string
- name: blip_caption_beam_5_Salesforce_blip2_flan_t5_xxl
dtype: string
- name: DETA_detections_deta_swin_large_o365_coco_classes_caption_all_patches_Salesforce_blip_image_captioning_large_
list:
- name: attribute
dtype: string
- name: box
sequence: float64
- name: captions_all_patches
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: 32906198.0
num_examples: 100
download_size: 8017526
dataset_size: 32906198.0
---
# Dataset Card for "VQAv2_minival_validation_sample"
[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_minival_validation_sample"
数据集特征
数据集包含以下特征：
- question_type (dtype: string)
- multiple_choice_answer (dtype: string)
- answers (sequence: string)
- answers_original (list:
- answer (dtype: string)
- answer_confidence (dtype: string)
- answer_id (dtype: int64))
- id_image (dtype: int64)
- answer_type (dtype: string)
- question_id (dtype: int64)
- question (dtype: string)
- image (dtype: image)
- clip_tags_ViT_L_14 (sequence: string)
- blip_caption (dtype: string)
- LLM_Description_gpt3_downstream_tasks_visual_genome_ViT_L_14 (sequence: string)
- DETA_detections_deta_swin_large_o365_coco_classes (list:
- attribute (dtype: string)
- box (sequence: float32)
- label (dtype: string)
- location (dtype: string)
- ratio (dtype: float32)
- size (dtype: string)
- tag (dtype: string))
- DETA_detections_deta_swin_large_o365_clip_ViT_L_14 (list:
- attribute (dtype: string)
- box (sequence: float64)
- label (dtype: string)
- location (dtype: string)
- ratio (dtype: float64)
- size (dtype: string)
- tag (dtype: string))
- DETA_detections_deta_swin_large_o365_clip_ViT_L_14_blip_caption (list:
- attribute (dtype: string)
- box (sequence: float64)
- caption (dtype: string)
- label (dtype: string)
- location (dtype: string)
- ratio (dtype: float64)
- size (dtype: string)
- tag (dtype: string))
- id (dtype: int64)
- DETA_detections_deta_swin_large_o365_clip_ViT_L_14_blip_caption_caption_module (list:
- attribute (dtype: string)
- box (sequence: float64)
- caption (dtype: string)
- captions_module (sequence: string)
- label (dtype: string)
- location (dtype: string)
- ratio (dtype: float64)
- size (dtype: string)
- tag (dtype: string))
- DETA_detections_deta_swin_large_o365_clip_ViT_L_14_blip_caption_caption_module_without_filtering (list:
- attribute (dtype: string)
- box (sequence: float64)
- caption (dtype: string)
- captions_module (sequence: string)
- label (dtype: string)
- location (dtype: string)
- ratio (dtype: float64)
- size (dtype: string)
- tag (dtype: string))
- DETA_detections_deta_swin_large_o365_clip_ViT_L_14_blip_caption_caption_module_random (list:
- attribute (dtype: string)
- box (sequence: float64)
- caption (dtype: string)
- captions_module (sequence: string)
- captions_module_filter (sequence: string)
- label (dtype: string)
- location (dtype: string)
- ratio (dtype: float64)
- size (dtype: string)
- tag (dtype: string))
- clip_tags_LAION_ViT_H_14_2B (sequence: string)
- LLM_Description_gpt3_downstream_tasks_visual_genome_LAION-ViT-H-14-2B (sequence: 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)
- clip_tags_ViT_B_16_with_openai (sequence: string)
- blip_caption_beam_5_Salesforce_blip2_flan_t5_xxl (dtype: string)
- DETA_detections_deta_swin_large_o365_coco_classes_caption_all_patches_Salesforce_blip_image_captioning_large_ (list:
- attribute (dtype: string)
- box (sequence: float64)
- captions_all_patches (sequence: string)
- label (dtype: string)
- location (dtype: string)
- ratio (dtype: float64)
- size (dtype: string)
- tag (dtype: string))
数据集分割
- validation
- num_bytes: 32906198.0
- num_examples: 100
数据集大小
- download_size: 8017526
- dataset_size: 32906198.0
