metadata
license: llama2
datasets:
- saberzl/SID_Set
language:
- en
metrics:
- accuracy
base_model:
- xinlai/LISA-13B-llama2-v1
pipeline_tag: image-segmentation
SIDA Model Card
Model details
Model type: SIDA is a model fine-tuned from LISA, designed to detect and localize tampered regions in images.
Model date: SIDA-13B was trained in Febuary 2025.
Paper or resources for more information:
Paper: https://arxiv.org/pdf/2412.04292
Resource: https://github.com/hzlsaber/SIDA
License
Llama 2 is licensed under the LLAMA 2 Community License, Copyright (c) Meta Platforms, Inc. All Rights Reserved.
Trained Data
SIDA was trained on SID_Set, which consists of real images, tampered images, and fully synthetic images. More information is available here
Citation Information
If you find this dataset useful, please consider citing our paper:
@misc{huang2025sidasocialmediaimage,
title={SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model},
author={Zhenglin Huang and Jinwei Hu and Xiangtai Li and Yiwei He and Xingyu Zhao and Bei Peng and Baoyuan Wu and Xiaowei Huang and Guangliang Cheng},
year={2025},
booktitle={Conference on Computer Vision and Pattern Recognition}
}