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2026 顶会论文

作者位次 #4/11ICML 2026Poster

iWorld-Bench: A Benchmark for Interactive World Models with a Unified Action Generation Framework

Jianjie Fang · Yingshan Lei · Qin Wan · Ziyou Wang · Yuchao Huang · Yongyan Xu · Baining Zhao · Weichen Zhang · Chen Gao · Xinlei Chen · Yong Li

评测与基准OpenReview

作者位次 #5/10ACL 2026Poster· Natural Language Processing

C ity C ube: Benchmarking Cross-view Spatial Reasoning on Vision-Language Models in Urban Environments

Haotian Xu · Yue Hu · Zhengqiu Zhu · Chen Gao · Ziyou Wang · Junreng Rao · Wenhao Lu · Weishi Li · Quanjun Yin · Yong Li

摘要

Cross-view spatial reasoning is essential for embodied AI, underpinning spatial understanding, mental simulation and planning in complex environments. Existing benchmarks primarily emphasize indoor or street settings, overlooking the unique challenges of open-ended urban spaces characterized by r...

推理多模态评测与基准OpenReview 项目页

作者位次 #2/11KDD 2026Oral· Knowledge Discovery & Data Mining

How Far Are Large Multimodal Models from Human-Level Spatial Action? A Benchmark for Goal-Oriented Embodied Navigation in Urban Airspace

Baining Zhao · Ziyou Wang · Jianjie Fang · Zile Zhou · Yanggang Xu · Yatai Ji · jiacheng xu · Qian Zhang · Weichen Zhang · Chen Gao · Xinlei Chen

多模态评测与基准检索与知识OpenReview

Ziyou Wang

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2026 顶会论文

iWorld-Bench: A Benchmark for Interactive World Models with a Unified Action Generation Framework

C ity C ube: Benchmarking Cross-view Spatial Reasoning on Vision-Language Models in Urban Environments

How Far Are Large Multimodal Models from Human-Level Spatial Action? A Benchmark for Goal-Oriented Embodied Navigation in Urban Airspace

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