| Agent-X: Evaluating Deep Multimodal Reasoning in Vision-Centric Agentic Tasks | May 30, 2025 | Autonomous DrivingMath | CodeCode Available | 1 | 5 |
| Brilla AI: AI Contestant for the National Science and Maths Quiz | Mar 4, 2024 | MathQuestion Answering | CodeCode Available | 1 | 5 |
| Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models Aligned with Human Cognitive Principles | Jun 18, 2024 | Arithmetic ReasoningCode Generation | CodeCode Available | 1 | 5 |
| Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem | Apr 7, 2020 | DecoderMachine Translation | CodeCode Available | 1 | 5 |
| Ape210K: A Large-Scale and Template-Rich Dataset of Math Word Problems | Sep 24, 2020 | DiversityMath | CodeCode Available | 1 | 5 |
| GOLD: Geometry Problem Solver with Natural Language Description | May 1, 2024 | Math | CodeCode Available | 1 | 5 |
| Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization | Aug 14, 2024 | InformativenessInstruction Following | CodeCode Available | 1 | 5 |
| MedCaseReasoning: Evaluating and learning diagnostic reasoning from clinical case reports | May 16, 2025 | DiagnosticMath | CodeCode Available | 1 | 5 |
| Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations | Oct 31, 2023 | GSM8KMath | CodeCode Available | 1 | 5 |
| GeoEval: Benchmark for Evaluating LLMs and Multi-Modal Models on Geometry Problem-Solving | Feb 15, 2024 | Geometry Problem SolvingMath | CodeCode Available | 1 | 5 |
| GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning | May 30, 2021 | MathMathematical Reasoning | CodeCode Available | 1 | 5 |
| MDK12-Bench: A Multi-Discipline Benchmark for Evaluating Reasoning in Multimodal Large Language Models | Apr 8, 2025 | MathMultimodal Reasoning | CodeCode Available | 1 | 5 |
| BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning | Jan 6, 2025 | In-Context LearningMath | CodeCode Available | 1 | 5 |
| Generating Pedagogically Meaningful Visuals for Math Word Problems: A New Benchmark and Analysis of Text-to-Image Models | Jun 4, 2025 | Math | CodeCode Available | 1 | 5 |
| Boosting Large Language Models with Socratic Method for Conversational Mathematics Teaching | Jul 24, 2024 | Math | CodeCode Available | 1 | 5 |
| Get an A in Math: Progressive Rectification Prompting | Dec 11, 2023 | Math | CodeCode Available | 1 | 5 |
| Measuring Conversational Uptake: A Case Study on Student-Teacher Interactions | Jun 7, 2021 | MathQuestion Answering | CodeCode Available | 1 | 5 |
| Multiple-Choice Questions are Efficient and Robust LLM Evaluators | May 20, 2024 | GSM8KHumanEval | CodeCode Available | 1 | 5 |
| From Zero to Hero: Convincing with Extremely Complicated Math | Apr 1, 2023 | Math | CodeCode Available | 1 | 5 |
| From GAN to WGAN | Apr 18, 2019 | Generative Adversarial NetworkMath | CodeCode Available | 1 | 5 |
| MathViz-E: A Case-study in Domain-Specialized Tool-Using Agents | Jul 24, 2024 | Math | CodeCode Available | 1 | 5 |
| BlenderGym: Benchmarking Foundational Model Systems for Graphics Editing | Apr 2, 2025 | 3D ReconstructionBenchmarking | CodeCode Available | 1 | 5 |
| An In-depth Look at Gemini's Language Abilities | Dec 18, 2023 | Instruction FollowingMath | CodeCode Available | 1 | 5 |
| Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs | Nov 8, 2023 | FairnessMath | CodeCode Available | 1 | 5 |
| MATHWELL: Generating Educational Math Word Problems Using Teacher Annotations | Feb 24, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| MathPrompter: Mathematical Reasoning using Large Language Models | Mar 4, 2023 | Arithmetic ReasoningMath | CodeCode Available | 1 | 5 |
| Is Bigger and Deeper Always Better? Probing LLaMA Across Scales and Layers | Dec 7, 2023 | MathMultiple-choice | CodeCode Available | 1 | 5 |
| Forgotten Polygons: Multimodal Large Language Models are Shape-Blind | Feb 21, 2025 | MathMathematical Problem-Solving | CodeCode Available | 1 | 5 |
| Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning | Aug 16, 2024 | MathMathematical Reasoning | CodeCode Available | 1 | 5 |
| FINEREASON: Evaluating and Improving LLMs' Deliberate Reasoning through Reflective Puzzle Solving | Feb 27, 2025 | GSM8KMath | CodeCode Available | 1 | 5 |
| Math Neurosurgery: Isolating Language Models' Math Reasoning Abilities Using Only Forward Passes | Oct 22, 2024 | GSM8KLanguage Modeling | CodeCode Available | 1 | 5 |
| FormulaNet: A Benchmark Dataset for Mathematical Formula Detection | Aug 29, 2022 | Math | CodeCode Available | 1 | 5 |
| Fine-Tuning Large Language Models on Quantum Optimization Problems for Circuit Generation | Apr 15, 2025 | MathQuantum Machine Learning | CodeCode Available | 1 | 5 |
| Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations | Dec 14, 2023 | Arithmetic ReasoningGSM8K | CodeCode Available | 1 | 5 |
| Math Word Problem Solving with Explicit Numerical Values | Aug 1, 2021 | MathMath Word Problem Solving | CodeCode Available | 1 | 5 |
| A Neural Network Solves, Explains, and Generates University Math Problems by Program Synthesis and Few-Shot Learning at Human Level | Dec 31, 2021 | Few-Shot LearningLanguage Modelling | CodeCode Available | 1 | 5 |
| MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems | May 23, 2023 | Language ModellingLarge Language Model | CodeCode Available | 1 | 5 |
| Advancing Multimodal Reasoning via Reinforcement Learning with Cold Start | May 28, 2025 | MathMultimodal Reasoning | CodeCode Available | 1 | 5 |
| Expression Syntax Information Bottleneck for Math Word Problems | Oct 24, 2023 | Math | CodeCode Available | 1 | 5 |
| Mathematical Capabilities of ChatGPT | Jan 31, 2023 | Elementary MathematicsMath | CodeCode Available | 1 | 5 |
| OptiBench Meets ReSocratic: Measure and Improve LLMs for Optimization Modeling | Jul 13, 2024 | BenchmarkingMath | CodeCode Available | 1 | 5 |
| Benchmarking Large Language Models for Persian: A Preliminary Study Focusing on ChatGPT | Apr 3, 2024 | BenchmarkingGeneral Knowledge | CodeCode Available | 1 | 5 |
| MathChat: Converse to Tackle Challenging Math Problems with LLM Agents | Jun 2, 2023 | Elementary MathematicsMath | CodeCode Available | 1 | 5 |
| MathGloss: Building mathematical glossaries from text | Nov 21, 2023 | Math | CodeCode Available | 1 | 5 |
| BEATS: Optimizing LLM Mathematical Capabilities with BackVerify and Adaptive Disambiguate based Efficient Tree Search | Sep 26, 2024 | MathMathematical Problem-Solving | CodeCode Available | 1 | 5 |
| FELM: Benchmarking Factuality Evaluation of Large Language Models | Oct 1, 2023 | BenchmarkingMath | CodeCode Available | 1 | 5 |
| EXAONE Deep: Reasoning Enhanced Language Models | Mar 16, 2025 | Math | CodeCode Available | 1 | 5 |
| Explaining Datasets in Words: Statistical Models with Natural Language Parameters | Sep 13, 2024 | ClusteringLanguage Modeling | CodeCode Available | 1 | 5 |
| An Early Evaluation of GPT-4V(ision) | Oct 25, 2023 | Math | CodeCode Available | 1 | 5 |
| Evolving Prompts In-Context: An Open-ended, Self-replicating Perspective | Jun 22, 2025 | In-Context LearningLarge Language Model | CodeCode Available | 1 | 5 |
