Mathematical Reasoning Comparison Hub
4 papers - avg viability 5.8
Top Papers
- Strategy Executability in Mathematical Reasoning: Leveraging Human-Model Differences for Effective Guidance(8.0)
Selective Strategy Retrieval enhances mathematical reasoning accuracy by leveraging model-executability insights for compact models.
- PCL-Reasoner-V1.5: Advancing Math Reasoning with Offline Reinforcement Learning(5.0)
PCL-Reasoner-V1.5 offers advanced math reasoning capabilities through offline RL, achieving state-of-the-art performance on AI math benchmarks.
- Do MLLMs Really Understand Space? A Mathematical Reasoning Evaluation(5.0)
Evaluate and enhance spatial reasoning in MLLMs with MathSpatial, a comprehensive framework including benchmarks, datasets, and reasoning models.
- Bidirectional Curriculum Generation: A Multi-Agent Framework for Data-Efficient Mathematical Reasoning(5.0)
A framework that dynamically adjusts mathematical problem complexity for efficient data utilization in language model training.