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Multimodal-Fatima/VQAv2_sample_validation

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Hugging Face2023-06-09 更新2024-03-04 收录
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https://hf-mirror.com/datasets/Multimodal-Fatima/VQAv2_sample_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: 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: Attributes_LAION_ViT_H_14_2B_descriptors_text_davinci_003_full sequence: string - name: clip_tags_ViT_L_14_with_openai sequence: string - name: clip_tags_LAION_ViT_H_14_2B_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_topk_50_Salesforce_blip_image_captioning_base_multiple sequence: string - name: DETA_detections_deta_swin_large_o365_clip_caption_all_patches_Salesforce_blip_image_captioning_large__ViT_L_14 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: 511357022.0 num_examples: 1000 download_size: 293191811 dataset_size: 511357022.0 --- # Dataset Card for "VQAv2_sample_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

  • 名称: VQAv2_sample_validation

数据集特征

  • 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
  • DETA_detections_deta_swin_large_o365_coco_classes: list
    • attribute: string
    • box: sequence: float32
    • label: string
    • location: string
    • ratio: float32
    • size: string
    • tag: string
  • LLM_Description_gpt3_downstream_tasks_visual_genome_ViT_L_14: sequence: string
  • DETA_detections_deta_swin_large_o365_coco_classes_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: 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
  • new_info_captions3: 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: 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
  • clip_tags_LAION_ViT_H_14_2B: sequence: string
  • LLM_Description_gpt3_downstream_tasks_visual_genome_LAION-ViT-H-14-2B: sequence: 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: sequence: string
    • captions_module_filter: sequence: string
    • label: string
    • location: string
    • ratio: float64
    • size: string
    • tag: string
  • Attributes_ViT_L_14_descriptors_text_davinci_003_full: sequence: string
  • Attributes_LAION_ViT_H_14_2B_descriptors_text_davinci_003_full: sequence: string
  • clip_tags_ViT_L_14_with_openai: sequence: string
  • clip_tags_LAION_ViT_H_14_2B_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_topk_50_Salesforce_blip_image_captioning_base_multiple: sequence: string
  • DETA_detections_deta_swin_large_o365_clip_caption_all_patches_Salesforce_blip_image_captioning_large__ViT_L_14: 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

数据集分割

  • validation
    • num_bytes: 511357022.0
    • num_examples: 1000

数据集大小

  • download_size: 293191811
  • dataset_size: 511357022.0
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