Imaging · dataset · 2026
ITW-SM: In The Wild – Social Media
Listed in Hugging Face Datasets
Description
ITW-SM: In The Wild – Social Media ITW-SM is an in-the-wild benchmark for AI-generated Image Detection (AID), introduced in the paper "Navigating the Challenges of AI-Generated Image Detection in the Wild: What Truly Matters?" (MAD '26). It comprises 10,000 images — 5,000 real and 5,000 AI-generated — collected from four major social media platforms (Facebook, Instagram, LinkedIn, and X), preserving the semantic distribution as well as the native resolutions and… See the full description on the dataset page: huggingface.co/datasets/dkarageo/itw-sm.
Links
Get the data
- Hugging Face dataset page huggingface.co/datasets/dkarageo/itw-sm ↗
Gated (manual) - request access on the dataset page
landing page · request access · from Hugging Face
Documentation and papers
- arXiv:2507.10236 arxiv.org/abs/2507.10236 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/dkarageo/itw-sm ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image · image classification · text
- From keywords
- Computer Science & AI
- Inferred from text
- Image 75%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | dkarageo/itw-sm | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:image | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:image-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license_text | source · Hugging Face | connector:huggingface@1.0.0 | |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |