metadata

language:
  - en
multilinguality:
  - monolingual
size_categories:
  - 100K<n<1M
task_categories:
  - feature-extraction
  - sentence-similarity
pretty_name: Flickr30k Captions
tags:
  - sentence-transformers
dataset_info:
  config_name: pair
  features:
    - name: caption1
      dtype: string
    - name: caption2
      dtype: string
  splits:
    - name: train
      num_bytes: 21319922
      num_examples: 158881
  download_size: 11450890
  dataset_size: 21319922
configs:
  - config_name: pair
    data_files:
      - split: train
        path: pair/train-*

Dataset Card for Flickr30k Captions

This dataset is a collection of caption pairs given to the same image, collected from Flickr30k. See Flickr30k for additional information. This dataset can be used directly with Sentence Transformers to train embedding models.

Note that two captions for the same image do not strictly have the same semantic meaning.

Dataset Subsets

`pair` subset

Columns: "caption1", "caption2"
Column types: str, str

Examples:

{
  'caption1': 'A large structure has broken and is laying in a roadway.',
  'caption2': 'A man stands on wooden supports and surveys damage.',
}

Collection strategy: Reading the Flickr30k Captions dataset from embedding-training-data, which has lists of duplicate captions. I've considered all adjacent captions as a positive pair, plus the last and first caption. So, e.g. 5 duplicate captions results in 5 duplicate pairs.
Deduplified: No

Dataset Card for Flickr30k Captions

Dataset Subsets

pair subset

`pair` subset