ServiceNow/coco_encoded

---
dataset_info:
features:
- name: image
dtype: image
- name: filepath
dtype: string
- name: sentids
list: int32
- name: filename
dtype: string
- name: imgid
dtype: int32
- name: split
dtype: string
- name: sentences
struct:
- name: tokens
list: string
- name: raw
dtype: string
- name: imgid
dtype: int32
- name: sentid
dtype: int32
- name: cocoid
dtype: int32
- name: hf_hub_laion/CLIP_ViT_g_14_laion2B_s12B_b42K_short_features
sequence: float32
- name: FacebookAI/roberta_base_short_features
sequence: float32
- name: FacebookAI/roberta_base_long_features
sequence: float32
- name: FacebookAI/roberta_base_normalized_long_features
sequence: float32
- name: facebook/dinov2_large_short_features
sequence: float32
- name: facebook/dinov2_large_long_features
sequence: float32
- name: facebook/dinov2_large_normalized_long_features
sequence: float32
- name: hf_hub_timm/ViT_B_16_SigLIP_short_features
sequence: float32
splits:
- name: train
num_bytes: 102385311908.625
num_examples: 566747
- name: validation
num_bytes: 4517702812.75
num_examples: 25010
- name: test
num_bytes: 4516243134.75
num_examples: 25010
download_size: 80421808435
dataset_size: 111419257856.125
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: validation
path: data/validation-*
- split: test
path: data/test-*
---

原始信息汇总

数据集概述

数据特征

• image: 图像数据
• filepath: 字符串，文件路径
• sentids: 整数列表
• filename: 字符串，文件名
• imgid: 整数，图像ID
• split: 字符串，数据集划分（如训练、验证、测试）
• sentences: 结构化数据，包含以下字段：
  • tokens: 字符串列表
  • raw: 字符串，原始文本
  • imgid: 整数，图像ID
  • sentid: 整数，句子ID
• cocoid: 整数，COCO图像ID
• hf_hub_laion/CLIP_ViT_g_14_laion2B_s12B_b42K_short_features: 浮点数序列
• FacebookAI/roberta_base_short_features: 浮点数序列
• FacebookAI/roberta_base_long_features: 浮点数序列
• FacebookAI/roberta_base_normalized_long_features: 浮点数序列
• facebook/dinov2_large_short_features: 浮点数序列
• facebook/dinov2_large_long_features: 浮点数序列
• facebook/dinov2_large_normalized_long_features: 浮点数序列
• hf_hub_timm/ViT_B_16_SigLIP_short_features: 浮点数序列

数据集划分

• train: 训练集，包含566747个样本，大小为102385311908.625字节
• validation: 验证集，包含25010个样本，大小为4517702812.75字节
• test: 测试集，包含25010个样本，大小为4516243134.75字节

数据集大小

• 下载大小: 80421808435字节
• 数据集大小: 111419257856.125字节

配置

• config_name: default
  • data_files:
    • train: 路径为data/train-*
    • validation: 路径为data/validation-*
    • test: 路径为data/test-*