Update README.md

README.md

@@ -18,7 +18,8 @@ pretty_name: S2R-Bench
 
 # S2R-Bench
 
-S2R-Bench is a real-world video reflection removal benchmark introduced in **S2R: Single-Stream Diffusion-based Video Reflection Removal**. It evaluates whether a video dereflection method can recover a temporally consistent transmission layer from videos recorded through reflective glass.
+S2R-Bench is a real-world video reflection removal benchmark introduced in **[From Synthesis to Removal:
+Physics-Grounded Reflection Simulation and Diffusion-Based Video Dereflection](https://arxiv.org/abs/2608.11562)**. It evaluates whether a video dereflection method can recover a temporally consistent transmission layer from videos recorded through reflective glass.
 
 The benchmark contains two complementary test sets: