GeoChallenge: A Multi-Answer Multiple-Choice Benchmark for Geometric Reasoning with Diagrams
#GeoChallenge #geometric reasoning #diagrams #multiple-choice #benchmark #AI evaluation #education
📌 Key Takeaways
- GeoChallenge is a new benchmark for evaluating geometric reasoning with diagrams.
- It uses a multi-answer multiple-choice format to test understanding.
- The benchmark focuses on complex geometric problem-solving skills.
- It aims to advance AI and educational assessment in geometry.
📖 Full Retelling
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 and diagrams. However, existing benchmarks are often limited in scale and rarely provide visually grounded multiple-choice questions, limiting reliable evaluation of complex reasoning. We introduce GeoChallenge, a dataset of 90K automatically generated multiple-choice geometry proof problems, each r
🏷️ Themes
AI Benchmarking, Geometric Reasoning
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Original Source
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 and diagrams. However, existing benchmarks are often limited in scale and rarely provide visually grounded multiple-choice questions, limiting reliable evaluation of complex reasoning. We introduce GeoChallenge, a dataset of 90K automatically generated multiple-choice geometry proof problems, each r
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