The Cartesian Shortcut: Re-evaluate Vision Reasoning in Polar Coordinate Space

Xia Hu, Zhenrui Yue, Brian Potetz +4

As current Multimodal Large Language Models rapidly saturate canonical visual reasoning benchmarks, a key question emerges: do these strong scores genuinely reflect robust visual u…