Improve dataset card: add links, citation, and license

README.md

@@ -1,10 +1,11 @@
 ---
-pretty_name: FreeStyle Bench
+language:
+- en
+license: cc-by-nc-4.0
 task_categories:
 - image-to-image
 - text-to-image
-language:
-- en
+pretty_name: FreeStyle Bench
 tags:
 - benchmark
 - style-transfer
@@ -15,7 +16,9 @@ tags:
 
 # FreeStyle Bench
 
-This repository contains benchmark inputs for evaluating FreeStyle reference-based image editing.
+[Paper](https://huggingface.co/papers/2606.20506) | [Code](https://github.com/Blue2Giant/FreeStyle) | [Project Page](https://blue2giant.github.io/FreeStyle/)
+
+This repository contains benchmark inputs for evaluating **FreeStyle**, a framework for style-content dual-reference generation.
 
 It includes two benchmark subsets:
 
@@ -43,46 +46,23 @@ Both subsets use the same basic layout: a content-reference folder, a style-refe
     prompts.json
 ```
 
-## `sref_bench`
+## Subset Details
 
-`sref_bench` is the style-transfer benchmark.
+### `sref_bench`
 
-For each benchmark pair:
+`sref_bench` is the style-transfer benchmark. For each benchmark pair:
 
 - `sref_bench/cref/` contains the content reference image.
 - `sref_bench/sref/` contains the style reference image.
 - `sref_bench/prompts.json` contains the text prompt or instruction for the pair.
 
-The keys in `prompts.json` are pair basenames. A key can be used to match the corresponding content and style reference images across the two folders.
+### `cref_sref_bench`
 
-For example, if `prompts.json` contains a key:
+`cref_sref_bench` is the content-and-style dual-reference benchmark. It has the same structure as `sref_bench`, where each key in `prompts.json` is a pair basename used to align the content reference image with the style reference image.
 
-```text
-example_pair
-```
+## Sample Usage
 
-then the corresponding files should be found by matching the same basename under:
-
-```text
-sref_bench/cref/example_pair.*
-sref_bench/sref/example_pair.*
-```
-
-where the image extension may depend on the actual uploaded files.
-
-## `cref_sref_bench`
-
-`cref_sref_bench` is the content-and-style dual-reference benchmark.
-
-It has the same structure as `sref_bench`:
-
-- `cref_sref_bench/cref/` contains the content reference image.
-- `cref_sref_bench/sref/` contains the style reference image.
-- `cref_sref_bench/prompts.json` contains the text prompt or instruction for the pair.
-
-Again, each key in `prompts.json` is a pair basename and can be used to align the content reference image in `cref/` with the style reference image in `sref/`.
-
-## How To Read A Pair
+You can use the following code to read a benchmark pair and its associated metadata:
 
 ```python
 import json
@@ -115,5 +95,14 @@ print("style reference:", sref_path)
 - `sref` means style reference.
 - `prompts.json` is the index file for each subset.
 - The key of each `prompts.json` entry is the pair basename used to match images in `cref/` and `sref/`.
-- Use `sref_bench` for style-transfer evaluation.
-- Use `cref_sref_bench` for dual-reference content-and-style evaluation.
+
+## Citation
+
+```bibtex
+@article{lan2026freestyle,
+  title         = {FreeStyle: Free Control of Style-Content Dual-Reference Generation from Community LoRA Mining},
+  author        = {Lan, Jinghong and Cheng, Wei and Chen, Yunuo and Ye, Ziqi and Xing, Peng and Fang, Yixiao and Wang, Rui and Yang, Yufeng and Zhang, Xuanyang and Zou, Difan and Zeng, Xianfang and Yu, Gang and Zhang, Chi},
+  journal       = {arXiv preprint arXiv:2606.20506},
+  year          = {2026}
+}
+```