Link model card to paper and add citation

README.md

@@ -1,25 +1,27 @@
 ---
+base_model: facebook/dinov3-vitl16-pretrain-lvd1689m
+datasets:
+- DocTamperV1
+- vankey/RealText-V2
+- Jason37437/RealText-V2-Syn25k
 language: en
-license: mit
 library_name: pytorch
-base_model: facebook/dinov3-vitl16-pretrain-lvd1689m
+license: mit
+metrics:
+- f1
+pipeline_tag: image-segmentation
 tags:
 - document-forgery-detection
 - tampering-detection
 - image-manipulation
 - vision-transformer
 - lora
-pipeline_tag: image-segmentation
-datasets:
-- DocTamperV1
-- vankey/RealText-V2
-- Jason37437/RealText-V2-Syn25k
-metrics:
-- f1
 ---
 
 # SEED Detector
 
+This repository contains the official detector model for **SEED**, presented in the paper [SEED: Simple ViT and Evolving Harness for Explainable Text Forgery Detection](https://huggingface.co/papers/2606.21138).
+
 **SEED Detector** is a lightweight vision transformer model for document forgery detection. It localizes tampered regions in document images and classifies images as real or forged.
 
 ## Architecture
@@ -69,7 +71,17 @@ model.eval()
 | RTM | 0.207 |
 | Avg | 0.677 |
 
+## Citation
+
+```bibtex
+@article{wong2026seed,
+  title={SEED: Simple ViT and Evolving Harness for Explainable Text Forgery Detection},
+  author={Wong, Kahim and others},
+  journal={arXiv preprint arXiv:2606.21138},
+  year={2026}
+}
+```
 
 ## License
 
-MIT License.
+MIT License.