| HourVideo: 1-Hour Video-Language Understanding | Nov 7, 2024 | Benchmarkingcounterfactual | CodeCode Available | 2 | 5 |
| Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models | Jan 27, 2024 | Medical Question AnsweringMultiple-choice | CodeCode Available | 2 | 5 |
| Patho-R1: A Multimodal Reinforcement Learning-Based Pathology Expert Reasoner | May 16, 2025 | Cross-Modal RetrievalDiagnostic | CodeCode Available | 2 | 5 |
| Big-Math: A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models | Feb 24, 2025 | GSM8KMath | CodeCode Available | 2 | 5 |
| Biomedical knowledge graph-optimized prompt generation for large language models | Nov 29, 2023 | BenchmarkingKnowledge Graphs | CodeCode Available | 2 | 5 |
| MedS^3: Towards Medical Small Language Models with Self-Evolved Slow Thinking | Jan 21, 2025 | Multiple-choice | CodeCode Available | 2 | 5 |
| FinEval: A Chinese Financial Domain Knowledge Evaluation Benchmark for Large Language Models | Aug 19, 2023 | Multiple-choice | CodeCode Available | 2 | 5 |
| EchoInk-R1: Exploring Audio-Visual Reasoning in Multimodal LLMs via Reinforcement Learning | May 7, 2025 | Multiple-choiceQuestion Answering | CodeCode Available | 2 | 5 |
| BixBench: a Comprehensive Benchmark for LLM-based Agents in Computational Biology | Feb 28, 2025 | Multiple-choicescientific discovery | CodeCode Available | 2 | 5 |
| Exploring the Effect of Reinforcement Learning on Video Understanding: Insights from SEED-Bench-R1 | Mar 31, 2025 | Logical ReasoningMultiple-choice | CodeCode Available | 2 | 5 |
