update

constants.py

@@ -29,7 +29,7 @@ LEADERBORAD_VERSION = ["JMMMU_Pro"]
 LEADERBORAD_INTRODUCTION = """
 # JMMMU-Pro Leaderboard
 
-[🌐 **Homepage**](https://mmmu-ja∂panese-benchmark.github.io/JMMMU_Pro/) | [🤗 **Dataset**](https://huggingface.co/datasets/JMMMU/JMMMU-Pro/) | [🏆 **HF Leaderboard**](https://huggingface.co/spaces/JMMMU/JMMMU-Pro_Leaderboard) | [📖 **arXiv (coming soon)**]() | [💻 **GitHub**](https://github.com/EvolvingLMMs-Lab/lmms-eval)
+[🌐 **Homepage**](https://mmmu-ja∂panese-benchmark.github.io/JMMMU_Pro/) | [🤗 **Dataset**](https://huggingface.co/datasets/JMMMU/JMMMU-Pro/) | [🏆 **HF Leaderboard**](https://huggingface.co/spaces/JMMMU/JMMMU-Pro_Leaderboard) | [📖 **arXiv**](https://arxiv.org/abs/2512.14620) | [💻 **GitHub**](https://github.com/EvolvingLMMs-Lab/lmms-eval)
 
 
 ### *"Which LMM is expert in Japanese subjects?"* 🏆 Welcome to the leaderboard of JMMMU-Pro
@@ -46,6 +46,6 @@ CITATION_BUTTON_LABEL = "Copy the following snippet to cite these results"
 CITATION_BUTTON_TEXT = r"""@article{miyai2025jmmmu-pro,
   author    = {Miyai, Atsuyuki and Onohara, Shota and Baek, Jeonghun and Aizawa, Kiyoharu},
   title     = {JMMMU-Pro: Image-based Japanese Multi-discipline Multimodal Understanding Benchmark via Vibe Benchmark Construction},
-  journal   = {TBD},
+  journal   = {arXiv preprint arXiv:2512.14620},
   year      = {2025},
 }"""