@article{omniearthbenchtowardsholisticevaluation, title = {OmniEarth-Bench: Towards Holistic Evaluation of Earth's Six Spheres and Cross-Spheres Interactions with Multimodal Observational Earth Data}, author = {Fengxiang Wang and Mingshuo Chen and Xuming He and Yifan Zhang and Feng Liu and Zijie Guo and Zhenghao Hu and Jiong Wang and Jingyi Xu and Zhangrui Li and Fenghua Ling and Ben Fei and Weijia Li and Long Lan and Wenjing Yang and Wenlong Zhang and Lei Bai}, year = {2025}, eprint = {2505.23522}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.23522v1}, }