Update README.md

README.md

@@ -1,3 +1,47 @@
----
-license: cc-by-4.0
----
+---
+license: cc-by-4.0
+language:
+- en
+tags:
+- evaluation
+- text-to-image
+pretty_name: SpatialBench-UC
+---
+
+# SpatialBench-UC
+
+<a href="https://arxiv.org/abs/2601.13462">
+  <img src="https://img.shields.io/badge/arXiv-2601.13462-b31b1b.svg">
+</a>
+<a href="https://github.com/amineross/SpatialBench-UC">
+  <img src="https://img.shields.io/badge/Code-GitHub-black.svg">
+</a>
+
+Benchmark for **pairwise spatial relations** in text-to-image generation with **explicit uncertainty and abstention**.
+
+---
+
+### Paper
+**SpatialBench-UC: Uncertainty-Aware Evaluation of Spatial Prompt Following in Text-to-Image Generation**  
+Amine Rostane  
+https://arxiv.org/abs/2601.13462
+
+---
+
+### Code
+https://github.com/amineross/SpatialBench-UC
+
+---
+
+### Citation
+```bibtex
+@misc{rostane2026spatialbenchucuncertaintyawareevaluationspatial,
+      title={SpatialBench-UC: Uncertainty-Aware Evaluation of Spatial Prompt Following in Text-to-Image Generation}, 
+      author={Amine Rostane},
+      year={2026},
+      eprint={2601.13462},
+      archivePrefix={arXiv},
+      primaryClass={cs.AI},
+      url={https://arxiv.org/abs/2601.13462}, 
+}
+```