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Multimodal-Fatima/VQAv2_minival_validation

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Hugging Face2023-06-09 更新2024-03-04 收录
下载链接：
https://hf-mirror.com/datasets/Multimodal-Fatima/VQAv2_minival_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: 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 - name: DETA_detections_deta_swin_large_o365_coco_classes_caption_all_patches_Salesforce_blip_image_captioning_large_clean 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 - name: blip_caption_Salesforce_blip_image_captioning_large_intensive sequence: string - name: blip_caption_Salesforce_blip_image_captioning_base_intensive sequence: string splits: - name: validation num_bytes: 10757838822.0 num_examples: 25994 download_size: 2788131849 dataset_size: 10757838822.0 --- # Dataset Card for "VQAv2_minival_validation_v2" [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_v2"

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)
  • 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)
  • id (int64)
  • DETA_detections_deta_swin_large_o365_clip_ViT_L_14_blip_caption_caption_module (list)
    • attribute (string)
    • box (sequence: float64)
    • caption (string)
    • captions_module (sequence: string)
    • label (string)
    • location (string)
    • ratio (float64)
    • size (string)
    • tag (string)
  • DETA_detections_deta_swin_large_o365_clip_ViT_L_14_blip_caption_caption_module_without_filtering (list)
    • attribute (string)
    • box (sequence: float64)
    • caption (string)
    • captions_module (sequence: string)
    • label (string)
    • location (string)
    • ratio (float64)
    • size (string)
    • tag (string)
  • DETA_detections_deta_swin_large_o365_clip_ViT_L_14_blip_caption_caption_module_random (list)
    • attribute (string)
    • box (sequence: float64)
    • caption (string)
    • captions_module_filter (sequence: string)
    • label (string)
    • location (string)
    • ratio (float64)
    • size (string)
    • tag (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 (string)
  • DETA_detections_deta_swin_large_o365_coco_classes_caption_all_patches_Salesforce_blip_image_captioning_large_ (list)
    • attribute (string)
    • box (sequence: float64)
    • captions_all_patches (sequence: string)
    • label (string)
    • location (string)
    • ratio (float64)
    • size (string)
    • tag (string)
  • DETA_detections_deta_swin_large_o365_coco_classes_caption_all_patches_Salesforce_blip_image_captioning_large_clean (list)
    • attribute (string)
    • box (sequence: float64)
    • captions_all_patches (sequence: string)
    • label (string)
    • location (string)
    • ratio (float64)
    • size (string)
    • tag (string)
  • blip_caption_Salesforce_blip_image_captioning_large_intensive (sequence: string)
  • blip_caption_Salesforce_blip_image_captioning_base_intensive (sequence: string)

数据集拆分

  • validation
    • num_bytes: 10757838822.0
    • num_examples: 25994

数据集大小

  • download_size: 2788131849
  • dataset_size: 10757838822.0
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