@article{kgceknowledgeaugmenteddualgraphevaluator, title = {KGCE: Knowledge-Augmented Dual-Graph Evaluator for Cross-Platform Educational Agent Benchmarking with Multimodal Language Models}, author = {Zixian Liu and Sihao Liu and Yuqi Zhao}, year = {2026}, eprint = {2601.01366}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.01366}, }