Add task category and paper link to dataset card

README.md

@@ -1,5 +1,9 @@
 ---
 license: cc-by-nc-4.0
+task_categories:
+- image-to-image
+size_categories:
+- 100B<n<1T
 tags:
 - Novel View Synthesis
 - NeRF
@@ -7,16 +11,15 @@ tags:
 - 3D Vision
 - Diffusion Models
 - Image Restoration
-- Image-to-Image
 - Fixer
 - Distractor
-size_categories:
-- 100B<n<1T
 ---
 
-# DF3DV-1K
+# DF3DV-1K: A Large-Scale Dataset and Benchmark for Distractor-Free Novel View Synthesis
 
-The dataset provides one thousand scenes with masked clean and cluttered images for distractor-free 3D vision research.
+[**Project Page**](https://johnnylu305.github.io/df3dv1k_web/) | [**Paper**](https://huggingface.co/papers/2604.13416) | [**GitHub**](https://github.com/johnnylu305/DF3DV)
+
+DF3DV-1K is a large-scale real-world dataset comprising 1,048 scenes, each providing clean and cluttered image sets for benchmarking distractor-free radiance fields. In total, the dataset contains 89,924 images captured using consumer cameras to mimic casual capture, spanning 128 distractor types and 161 scene themes across indoor and outdoor environments.
 
 ## Directory Structure
 
@@ -84,7 +87,7 @@ The dataset provides one thousand scenes with masked clean and cluttered images
 
 ## Download Instruction
 
-```
+```bash
 # Install the Hugging Face CLI
 pip install -U "huggingface_hub[cli]"
 
@@ -92,26 +95,27 @@ pip install -U "huggingface_hub[cli]"
 hf auth login
 
 # Download whole dataset
-# Example
 hf download ChengYou305/DF3DV-1K --repo-type dataset --local-dir DF3DV-1K
 
 # Download DF3DV-1K*
-# Example
 hf download ChengYou305/DF3DV-1K --repo-type dataset --local-dir DF3DV-1K --include "DF3DV-1K-Star/*"
 
 # Download DF3DV-41
-# Example
 hf download ChengYou305/DF3DV-1K --repo-type dataset --local-dir DF3DV-1K --include "DF3DV-41/*"
 
 # Download specific chunk
-# Example
 hf download ChengYou305/DF3DV-1K --repo-type dataset --local-dir DF3DV-1K --include "DF3DV-1K-Star/0000/*" 
 
 # Download everything except specific files
-# Example
 hf download ChengYou305/DF3DV-1K --repo-type dataset --local-dir DF3DV-1K --exclude "Mask.zip" 
 ```
 
-## More Information
-
-Please refer this [repo](https://github.com/johnnylu305/DF3DV) for more details.
+## Citation
+```bibtex
+@article{lu2026df3dv,
+  title={DF3DV-1K: A Large-Scale Dataset and Benchmark for Distractor-Free Novel View Synthesis},
+  author={Lu, Cheng-You and Hung, Yi-Shan and Chi, Wei-Ling and Wang, Hao-Ping and Tsai, Charlie Li-Ting and Chang, Yu-Cheng and Liu, Yu-Lun and Do, Thomas and Lin, Chin-Teng},
+  journal={arXiv preprint arXiv:2604.13416},
+  year={2026}
+}
+```