| Accessing GPT-4 level Mathematical Olympiad Solutions via Monte Carlo Tree Self-refine with LLaMa-3 8B | Jun 11, 2024 | Decision MakingGSM8K | CodeCode Available | 5 |
| Common 7B Language Models Already Possess Strong Math Capabilities | Mar 7, 2024 | GSM8KMath | CodeCode Available | 5 |
| Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models | Mar 9, 2025 | MathMultimodal Reasoning | CodeCode Available | 5 |
| Free Process Rewards without Process Labels | Dec 2, 2024 | Math | CodeCode Available | 5 |
| OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models | Oct 12, 2024 | Mathreinforcement-learning | CodeCode Available | 5 |
| LIMO: Less is More for Reasoning | Feb 5, 2025 | MathMathematical Reasoning | CodeCode Available | 5 |
| MARIO Eval: Evaluate Your Math LLM with your Math LLM--A mathematical dataset evaluation toolkit | Apr 22, 2024 | Math | CodeCode Available | 5 |
| Evolutionary Optimization of Model Merging Recipes | Mar 19, 2024 | Evolutionary AlgorithmsMath | CodeCode Available | 5 |
| LiveBench: A Challenging, Contamination-Limited LLM Benchmark | Jun 27, 2024 | ArticlesInstruction Following | CodeCode Available | 5 |
| Process Reinforcement through Implicit Rewards | Feb 3, 2025 | MathReinforcement Learning (RL) | CodeCode Available | 5 |