MathOdyssey: Benchmarking Mathematical Problem-Solving Skills in Large Language Models Using Odyssey Math Data
Fuente:
arXiv
Saved in:
| Main Authors: | Fang, Meng, Wan, Xiangpeng, Lu, Fei, Xing, Fei, Zou, Kai |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
TeleMath: A Benchmark for Large Language Models in Telecom Mathematical Problem Solving
by: Colle, Vincenzo, et al.
Published: (2025)
by: Colle, Vincenzo, et al.
Published: (2025)
MathGLM-Vision: Solving Mathematical Problems with Multi-Modal Large Language Model
by: Yang, Zhen, et al.
Published: (2024)
by: Yang, Zhen, et al.
Published: (2024)
DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving
by: Tong, Yuxuan, et al.
Published: (2024)
by: Tong, Yuxuan, et al.
Published: (2024)
Logic Contrastive Reasoning with Lightweight Large Language Model for Math Word Problems
by: Kai, Ding, et al.
Published: (2024)
by: Kai, Ding, et al.
Published: (2024)
FineMath: A Fine-Grained Mathematical Evaluation Benchmark for Chinese Large Language Models
by: Liu, Yan, et al.
Published: (2024)
by: Liu, Yan, et al.
Published: (2024)
MultiMath: Bridging Visual and Mathematical Reasoning for Large Language Models
by: Peng, Shuai, et al.
Published: (2024)
by: Peng, Shuai, et al.
Published: (2024)
ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models
by: Wu, Yanan, et al.
Published: (2024)
by: Wu, Yanan, et al.
Published: (2024)
RoMath: A Mathematical Reasoning Benchmark in Romanian
by: Cosma, Adrian, et al.
Published: (2024)
by: Cosma, Adrian, et al.
Published: (2024)
Skywork-Math: Data Scaling Laws for Mathematical Reasoning in Large Language Models -- The Story Goes On
by: Zeng, Liang, et al.
Published: (2024)
by: Zeng, Liang, et al.
Published: (2024)
CMMaTH: A Chinese Multi-modal Math Skill Evaluation Benchmark for Foundation Models
by: Li, Zhong-Zhi, et al.
Published: (2024)
by: Li, Zhong-Zhi, et al.
Published: (2024)
TabularMath: Understanding Math Reasoning over Tables with Large Language Models
by: Tian, Shi-Yu, et al.
Published: (2025)
by: Tian, Shi-Yu, et al.
Published: (2025)
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models
by: Yu, Longhui, et al.
Published: (2023)
by: Yu, Longhui, et al.
Published: (2023)
Modular Arithmetic: Language Models Solve Math Digit by Digit
by: Baeumel, Tanja, et al.
Published: (2025)
by: Baeumel, Tanja, et al.
Published: (2025)
MatheMagic: Generating Dynamic Mathematics Benchmarks Robust to Memorization
by: O'Brien, Dayyán, et al.
Published: (2025)
by: O'Brien, Dayyán, et al.
Published: (2025)
Solving for X and Beyond: Can Large Language Models Solve Complex Math Problems with More-Than-Two Unknowns?
by: Kao, Kuei-Chun, et al.
Published: (2024)
by: Kao, Kuei-Chun, et al.
Published: (2024)
Math Neurosurgery: Isolating Language Models' Math Reasoning Abilities Using Only Forward Passes
by: Christ, Bryan R., et al.
Published: (2024)
by: Christ, Bryan R., et al.
Published: (2024)
Odyssey: Empowering Minecraft Agents with Open-World Skills
by: Liu, Shunyu, et al.
Published: (2024)
by: Liu, Shunyu, et al.
Published: (2024)
AgentMath: Empowering Mathematical Reasoning for Large Language Models via Tool-Augmented Agent
by: Luo, Haipeng, et al.
Published: (2025)
by: Luo, Haipeng, et al.
Published: (2025)
DynaMath: A Dynamic Visual Benchmark for Evaluating Mathematical Reasoning Robustness of Vision Language Models
by: Zou, Chengke, et al.
Published: (2024)
by: Zou, Chengke, et al.
Published: (2024)
MathAgent: Adversarial Evolution of Constraint Graphs for Mathematical Reasoning Data Synthesis
by: Yu, Zixiong, et al.
Published: (2026)
by: Yu, Zixiong, et al.
Published: (2026)
A Diversity-Enhanced Knowledge Distillation Model for Practical Math Word Problem Solving
by: Zhang, Yi, et al.
Published: (2025)
by: Zhang, Yi, et al.
Published: (2025)
MuMath-Code: Combining Tool-Use Large Language Models with Multi-perspective Data Augmentation for Mathematical Reasoning
by: Yin, Shuo, et al.
Published: (2024)
by: Yin, Shuo, et al.
Published: (2024)
Can LLMs Master Math? Investigating Large Language Models on Math Stack Exchange
by: Satpute, Ankit, et al.
Published: (2024)
by: Satpute, Ankit, et al.
Published: (2024)
REAMS: Reasoning Enhanced Algorithm for Maths Solving
by: Singh, Eishkaran, et al.
Published: (2025)
by: Singh, Eishkaran, et al.
Published: (2025)
More Agents Improve Math Problem Solving but Adversarial Robustness Gap Persists
by: Alavi, Khashayar, et al.
Published: (2025)
by: Alavi, Khashayar, et al.
Published: (2025)
MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion
by: Pei, Qizhi, et al.
Published: (2025)
by: Pei, Qizhi, et al.
Published: (2025)
PARAMANU-GANITA: Can Small Math Language Models Rival with Large Language Models on Mathematical Reasoning?
by: Niyogi, Mitodru, et al.
Published: (2024)
by: Niyogi, Mitodru, et al.
Published: (2024)
MathCoder2: Better Math Reasoning from Continued Pretraining on Model-translated Mathematical Code
by: Lu, Zimu, et al.
Published: (2024)
by: Lu, Zimu, et al.
Published: (2024)
ControlMath: Controllable Data Generation Promotes Math Generalist Models
by: Chen, Nuo, et al.
Published: (2024)
by: Chen, Nuo, et al.
Published: (2024)
OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset
by: Toshniwal, Shubham, et al.
Published: (2024)
by: Toshniwal, Shubham, et al.
Published: (2024)
Decomposing Elements of Problem Solving: What "Math" Does RL Teach?
by: Qin, Tian, et al.
Published: (2025)
by: Qin, Tian, et al.
Published: (2025)
Adversarial Math Word Problem Generation
by: Xie, Roy, et al.
Published: (2024)
by: Xie, Roy, et al.
Published: (2024)
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct
by: Luo, Haipeng, et al.
Published: (2023)
by: Luo, Haipeng, et al.
Published: (2023)
Big-Math: A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models
by: Albalak, Alon, et al.
Published: (2025)
by: Albalak, Alon, et al.
Published: (2025)
Can Vision-Language Models Solve Visual Math Equations?
by: Choudhury, Monjoy Narayan, et al.
Published: (2025)
by: Choudhury, Monjoy Narayan, et al.
Published: (2025)
SuperCLUE-Math6: Graded Multi-Step Math Reasoning Benchmark for LLMs in Chinese
by: Xu, Liang, et al.
Published: (2024)
by: Xu, Liang, et al.
Published: (2024)
MegaMath: Pushing the Limits of Open Math Corpora
by: Zhou, Fan, et al.
Published: (2025)
by: Zhou, Fan, et al.
Published: (2025)
MathGenie: Generating Synthetic Data with Question Back-translation for Enhancing Mathematical Reasoning of LLMs
by: Lu, Zimu, et al.
Published: (2024)
by: Lu, Zimu, et al.
Published: (2024)
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
by: Shao, Zhihong, et al.
Published: (2024)
by: Shao, Zhihong, et al.
Published: (2024)
S^3cMath: Spontaneous Step-level Self-correction Makes Large Language Models Better Mathematical Reasoners
by: Yan, Yuchen, et al.
Published: (2024)
by: Yan, Yuchen, et al.
Published: (2024)
Similar Items
-
TeleMath: A Benchmark for Large Language Models in Telecom Mathematical Problem Solving
by: Colle, Vincenzo, et al.
Published: (2025) -
MathGLM-Vision: Solving Mathematical Problems with Multi-Modal Large Language Model
by: Yang, Zhen, et al.
Published: (2024) -
DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving
by: Tong, Yuxuan, et al.
Published: (2024) -
Logic Contrastive Reasoning with Lightweight Large Language Model for Math Word Problems
by: Kai, Ding, et al.
Published: (2024) -
FineMath: A Fine-Grained Mathematical Evaluation Benchmark for Chinese Large Language Models
by: Liu, Yan, et al.
Published: (2024)