Dataset · Hugging Face

IVC-liuyuan/OmniDiff

Name: OmniDiff
Creator: IVC-liuyuan
License: cc-by-4.0
Keywords: task_categories:image-to-text, language:en, license:cc-by-4.0, size_categories:1K<n<10K, format:imagefolder, modality:image, library:datasets, library:mlcroissant, region:us, image-difference-captioning, change-captioning, computer-vision, multimodal

OmniDiff OmniDiff is a benchmark for fine-grained Image Difference Captioning (IDC): given two similar images, a model must describe their subtle visual differences in natural language. The dataset combines complex real-world environments with near-realistic 3D-rendered scenes and emphasizes precise change localization and detailed semantic descriptions. The dataset is introduced in “OmniDiff: A Comprehensive Benchmark for Fine-grained Image Difference Captioning” by Yuan Liu… See the full description on the dataset page: https://huggingface.co/datasets/IVC-liuyuan/OmniDiff.

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Author / organization	IVC-liuyuan
License (as declared)	cc-by-4.0
Downloads	583 (as reported by Hugging Face)
Likes	2
Created	30 November 2025
Last updated at source	10 September 2026

image-difference-captioningchange-captioningcomputer-visionmultimodal

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