#Geometric Reasoning

Articles (4)

• 🇺🇸 GeoChallenge: A Multi-Answer Multiple-Choice Benchmark for Geometric Reasoning with Diagrams — 23/03/2026 [USA]

  arXiv:2603.19252v1 Announce Type: cross Abstract: Evaluating the symbolic reasoning of large language models (LLMs) calls for geometry benchmarks that require multi-step proofs grounded in both text ...

  Related: #AI Benchmarking
• 🇺🇸 Thinking with Constructions: A Benchmark and Policy Optimization for Visual-Text Interleaved Geometric Reasoning — 20/03/2026 [USA]

  arXiv:2603.18662v1 Announce Type: new Abstract: Geometric reasoning inherently requires "thinking with constructions" -- the dynamic manipulation of visual aids to bridge the gap between problem cond...

  Related: #AI Benchmarking
• 🇺🇸 Do Foundation Models Know Geometry? Probing Frozen Features for Continuous Physical Measurement — 09/03/2026 [USA]

  arXiv:2603.06459v1 Announce Type: cross Abstract: Vision-language models encode continuous geometry that their text pathway fails to express: a 6,000-parameter linear probe extracts hand joint angles...

  Related: #AI Capabilities
• 🇺🇸 Tracing Copied Pixels and Regularizing Patch Affinity in Copy Detection — 20/02/2026 [USA]

  arXiv:2602.17484v1 Announce Type: cross Abstract: Image Copy Detection (ICD) aims to identify manipulated content between image pairs through robust feature representation learning. While self-superv...

  Related: #Computer Vision, #Image Forensics, #Self‑Supervised Learning, #Contrastive Representation Learning