add arXiv paper

link + update BibTeX

README.md

@@ -17,7 +17,7 @@ hf_oauth: true
 Live leaderboard for the **EgoMemReason** benchmark: 500 multiple-choice questions over week-long egocentric video, evaluating entity / event / behavior memory.
 
 - 🌐 Project page: <https://egomemreason.github.io/>
-- 📄 Paper: *coming soon*
+- 📄 Paper: <https://arxiv.org/abs/2605.09874>
 - 💻 Reference eval scripts: <https://github.com/Ziyang412/EgoMemReason>
 - 📦 Public questions: <https://huggingface.co/datasets/Ted412/EgoMemReason>
 - 🎬 Source frames: <https://egolife-ai.github.io/>

app.py

@@ -223,7 +223,7 @@ strongest model in the paper reaches **39.6% Overall**.
 ### Resources
 
 - 🌐 Project page: <https://egomemreason.github.io/>
-- 📄 Paper: *coming soon*
+- 📄 Paper: <https://arxiv.org/abs/2605.09874>
 - 💻 Code & reference eval scripts: <https://github.com/Ziyang412/EgoMemReason>
 - 📦 Public questions (no answers): <https://huggingface.co/datasets/Ted412/EgoMemReason>
 - 🎬 EgoLife video frames: <https://egolife-ai.github.io/>
@@ -252,14 +252,14 @@ for the full spec.
 ### Citation
 
 ```bibtex
-@article{wang2026egomemreason,
-  title   = {EgoMemReason: A Memory-driven Reasoning Benchmark for
-             Long-Horizon Egocentric Video Understanding},
-  author  = {Wang, Ziyang and Zhang, Yue and Yu, Shoubin and Zhang, Ce and
-             Zhao, Zengqi and Yoon, Jaehong and Lee, Hyunji and
-             Bertasius, Gedas and Bansal, Mohit},
-  year    = {2026},
-  journal = {arXiv preprint}
+@misc{wang2026egomemreasonmemorydrivenreasoningbenchmark,
+      title={EgoMemReason: A Memory-Driven Reasoning Benchmark for Long-Horizon Egocentric Video Understanding},
+      author={Ziyang Wang and Yue Zhang and Shoubin Yu and Ce Zhang and Zengqi Zhao and Jaehong Yoon and Hyunji Lee and Gedas Bertasius and Mohit Bansal},
+      year={2026},
+      eprint={2605.09874},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2605.09874},
 }
 ```
 """

scripts/seed_paper_baselines.py

@@ -75,7 +75,7 @@ PAPER_TABLE = [
 ]
 
 PROJECT_URL     = "https://github.com/Ziyang412/EgoMemReason"
-PUBLICATION_URL = "https://arxiv.org/abs/<arxiv_id>"   # placeholder — fill in after posting
+PUBLICATION_URL = "https://arxiv.org/abs/2605.09874"
 
 
 def build_record(row):