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Image Paragraph Captioning

Introduced by Jonathan Krause et al. in A Hierarchical Approach for Generating Descriptive Image Paragraphs20 Nov 2016 archive 2025-07-28

The Image Paragraph Captioning dataset allows researchers to benchmark their progress in generating paragraphs that tell a story about an image. The dataset contains 19,561 images from the Visual Genome dataset. Each image contains one paragraph. The training/val/test sets contains 14,575/2,487/2,489 images.

Since all the images are also part of the Visual Genome dataset, each image also contains 50 region descriptions (short phrases describing parts of an image), 35 objects, 26 attributes and 21 relationships and 17 question-answer pairs.

Source: A Hierarchical Approach for Generating Descriptive Image Paragraphs Image Source: https://cs.stanford.edu/people/ranjaykrishna/im2p/index.html

HomepageBenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Image Paragraph Captioning Image Paragraph Captioning HSGED(SLL) BLEU-4 11.26 Hierarchical Scene Graph Encoder-Decoder for Image... — 10 Compare

Papers archive 2025-07-28

10 shown of 10 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 31. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
When an Image Tells a Story: The Role of Visual and Semantic Information for Generating Paragraph Descriptions 0 1 1 Dec 2020 not harvested
Interactive Key-Value Memory-augmented Attention for Image Paragraph Captioning 0 1 1 Dec 2020 not harvested
Hierarchical Scene Graph Encoder-Decoder for Image Paragraph Captioning 0 1 12 Oct 2020 not harvested
Dual-CNN: A Convolutional language decoder for paragraph image captioning 0 1 14 Feb 2020 not harvested
Convolutional Auto-encoding of Sentence Topics for Image Paragraph Generation 0 1 1 Aug 2019 not harvested
Look Deeper See Richer: Depth-aware Image Paragraph Captioning 0 1 15 Oct 2018 not harvested
Training for Diversity in Image Paragraph Captioning 1 1 1 Oct 2018 not harvested
Diverse and Coherent Paragraph Generation from Images 0 1 3 Sep 2018 not harvested
Recurrent Topic-Transition GAN for Visual Paragraph Generation 0 1 21 Mar 2017 not harvested
A Hierarchical Approach for Generating Descriptive Image Paragraphs 3 1 20 Nov 2016 ran 0 of 9 samples (9 unverified)

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

Question AnsweringText GenerationImage CaptioningImage Paragraph CaptioningZero-Shot Image Paragraph Captioning

License archive 2025-07-28

Custom

Modalities archive 2025-07-28

ImagesTexts

Languages archive 2025-07-28

English

Variants archive 2025-07-28

  • Image Paragraph Captioning

1 variant name, as the archive lists them.

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