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Geometry Problem Solving
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Geometry problem solving with geometry diagrams and (formal) problem descriptions.
논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Towards Geometry Problem Solving in the Large Model Era: A Survey
AutoGPS: Automated Geometry Problem Solving via Multimodal Formalization and Deductive Reasoning
Plane Geometry Problem Solving with Multi-modal Reasoning: A Survey
MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning
GeoSense: Evaluating Identification and Application of Geometric Principles in Multimodal Reasoning
Enhancing the Geometric Problem-Solving Ability of Multimodal LLMs via Symbolic-Neural Integration
Pi-GPS: Enhancing Geometry Problem Solving by Unleashing the Power of Diagrammatic Information
GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training
Geo-LLaVA: A Large Multi-Modal Model for Solving Geometry Math Problems with Meta In-Context Learning
Improving Multimodal LLMs Ability In Geometry Problem Solving, Reasoning, And Multistep Scoring
GeoCoder: Solving Geometry Problems by Generating Modular Code through Vision-Language Models
Diagram Formalization Enhanced Multi-Modal Geometry Problem Solver
Fuse, Reason and Verify: Geometry Problem Solving with Parsed Clauses from Diagram
Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process
BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models
FGeo-HyperGNet: Geometric Problem Solving Integrating Formal Symbolic System and Hypergraph Neural Network
GeoEval: Benchmark for Evaluating LLMs and Multi-Modal Models on Geometry Problem-Solving
GAPS: Geometry-Aware Problem Solver
LANS: A Layout-Aware Neural Solver for Plane Geometry Problem
FormalGeo: An Extensible Formalized Framework for Olympiad Geometric Problem Solving
A Multi-Modal Neural Geometric Solver with Textual Clauses Parsed from Diagram
UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression
PGDP5K: A Diagram Parsing Dataset for Plane Geometry Problems
Plane Geometry Diagram Parsing
Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.