@article{advancingmultimodaljudgemodelsthroughaca,
  title = {Advancing Multimodal Judge Models through a Capability-Oriented Benchmark and MCTS-Driven Data Generation},
  author = {Zeyu Chen and Huanjin Yao and Ziwang Zhao and Min Yang},
  year = {2026},
  eprint = {2603.00546},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.00546},
}