| WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct | Aug 18, 2023 | Arithmetic ReasoningGSM8K | CodeCode Available | 5 |
| Energy-Based Transformers are Scalable Learners and Thinkers | Jul 2, 2025 | DenoisingImage Denoising | CodeCode Available | 4 |
| Skywork Open Reasoner 1 Technical Report | May 28, 2025 | MathReinforcement Learning (RL) | CodeCode Available | 4 |
| MM-PRM: Enhancing Multimodal Mathematical Reasoning with Scalable Step-Level Supervision | May 19, 2025 | MathMathematical Reasoning | CodeCode Available | 4 |
| AIMO-2 Winning Solution: Building State-of-the-Art Mathematical Reasoning Models with OpenMathReasoning dataset | Apr 23, 2025 | MathMathematical Reasoning | CodeCode Available | 4 |
| Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond | Mar 13, 2025 | Domain GeneralizationMath | CodeCode Available | 4 |
| CodeI/O: Condensing Reasoning Patterns via Code Input-Output Prediction | Feb 11, 2025 | Code GenerationMath | CodeCode Available | 4 |
| ReasonFlux: Hierarchical LLM Reasoning via Scaling Thought Templates | Feb 10, 2025 | Hierarchical Reinforcement LearningLanguage Modeling | CodeCode Available | 4 |
| InternLM2.5-StepProver: Advancing Automated Theorem Proving via Expert Iteration on Large-Scale LEAN Problems | Oct 21, 2024 | Automated Theorem ProvingCPU | CodeCode Available | 4 |
| SuperCorrect: Supervising and Correcting Language Models with Error-Driven Insights | Oct 11, 2024 | GSM8KMath | CodeCode Available | 4 |
