| MedS^3: Towards Medical Small Language Models with Self-Evolved Slow Thinking | Jan 21, 2025 | Multiple-choice | CodeCode Available | 2 |
| MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Diversity | Jul 22, 2024 | DiversityMultiple-choice | CodeCode Available | 2 |
| Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation | May 22, 2024 | InformativenessLanguage Modeling | CodeCode Available | 2 |
| Patho-R1: A Multimodal Reinforcement Learning-Based Pathology Expert Reasoner | May 16, 2025 | Cross-Modal RetrievalDiagnostic | CodeCode Available | 2 |
| Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models | Jan 27, 2024 | Medical Question AnsweringMultiple-choice | CodeCode Available | 2 |
| GPQA: A Graduate-Level Google-Proof Q&A Benchmark | Nov 20, 2023 | Multiple-choice | CodeCode Available | 2 |
| HourVideo: 1-Hour Video-Language Understanding | Nov 7, 2024 | Benchmarkingcounterfactual | CodeCode Available | 2 |
| Exploring the Effect of Reinforcement Learning on Video Understanding: Insights from SEED-Bench-R1 | Mar 31, 2025 | Logical ReasoningMultiple-choice | CodeCode Available | 2 |
| EchoInk-R1: Exploring Audio-Visual Reasoning in Multimodal LLMs via Reinforcement Learning | May 7, 2025 | Multiple-choiceQuestion Answering | CodeCode Available | 2 |
| CMM-Math: A Chinese Multimodal Math Dataset To Evaluate and Enhance the Mathematics Reasoning of Large Multimodal Models | Sep 4, 2024 | GSM8KMath | CodeCode Available | 2 |
