Datasets:
File size: 2,088 Bytes
3284aa6 0de7275 3284aa6 0de7275 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 |
---
license: cc-by-sa-4.0
task_categories:
- image-classification
tags:
- diffusion
- image-generation
- ai-generated-content
---
# OpenSDI: Spotting Diffusion-Generated Images in the Open World
This dataset is designed to address the **OpenSDI challenge**: spotting diffusion-generated images in realistic, open-world scenarios. It is described in the paper: [](https://huggingface.co/papers/2503.19653)
**Project Page:** [https://iamwangyabin.github.io/OpenSDI/](https://iamwangyabin.github.io/OpenSDI/)
**OpenSDID Dataset Highlights:**
* **User Diversity:** Simulates a wide range of user intentions and creative styles using diverse text prompts generated by VLMs.
* **Model Innovation:** Includes images from multiple state-of-the-art diffusion models (SD1.5, SD2.1, SDXL, SD3, Flux.1) released after 2023.
* **Manipulation Scope:** Covers the full spectrum of diffusion-based manipulation, from global image synthesis to precise local edits, object insertions, and background changes.
**Dataset Overview:**
| Model | Training Set | | Test Set | | Total |
| :------ | :----------- | :------- | :------- | :------- | :----- |
| | Real | Fake | Real | Fake | Images |
| SD1.5 | 100K | 100K | 10K | 10K | 220K |
| SD2.1 | - | - | 10K | 10K | 20K |
| SDXL | - | - | 10K | 10K | 20K |
| SD3 | - | - | 10K | 10K | 20K |
| Flux.1 | - | - | 10K | 10K | 20K |
| **Total** | **100K** | **100K** | **50K** | **50K** | **300K** |
**Download:**
* **OpenSDI Training Dataset:** [https://huggingface.co/datasets/nebula/OpenSDI_train](https://huggingface.co/datasets/nebula/OpenSDI_train)
* **OpenSDI Testing Dataset:** This repository
This dataset is for academic use and is distributed under the [CC BY-SA 4.0 license](https://creativecommons.org/licenses/by-sa/4.0/). Real images come from [megalith-10m](https://huggingface.co/datasets/madebyollin/megalith-10m). |