BareBones: Benchmarking Zero-Shot Geometric Comprehension in VLMs 事件

BareBones: Benchmarking Zero-Shot Geometric Comprehension in VLMs arXiv:2604.10528v4 Announce Type: replace Abstract: While Vision-Language Models (VLMs) demonstrate remarkable zero-shot recognition capabilities across a diverse spectrum of multimodal tasks, it yet remains an open question whether these architectures genuinely comprehend geometric structure or merely exploit RGB textures and contextual priors as statistical shortcuts. Existing evaluations fail to isolate this mechanism, conflat