| EchoInk-R1: Exploring Audio-Visual Reasoning in Multimodal LLMs via Reinforcement Learning | May 7, 2025 | Multiple-choiceQuestion Answering | 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 |
| Mellow: a small audio language model for reasoning | Mar 11, 2025 | Audio captioningLanguage Modeling | CodeCode Available | 2 |
| BixBench: a Comprehensive Benchmark for LLM-based Agents in Computational Biology | Feb 28, 2025 | Multiple-choicescientific discovery | CodeCode Available | 2 |
| Big-Math: A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models | Feb 24, 2025 | GSM8KMath | CodeCode Available | 2 |
| MedS^3: Towards Medical Small Language Models with Self-Evolved Slow Thinking | Jan 21, 2025 | Multiple-choice | CodeCode Available | 2 |
| MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark | Dec 19, 2024 | MMLUMultiple-choice | CodeCode Available | 2 |
| Neptune: The Long Orbit to Benchmarking Long Video Understanding | Dec 12, 2024 | BenchmarkingMultimodal Reasoning | CodeCode Available | 2 |
| StoryTeller: Improving Long Video Description through Global Audio-Visual Character Identification | Nov 11, 2024 | Large Language ModelMultimodal Large Language Model | CodeCode Available | 2 |
| HourVideo: 1-Hour Video-Language Understanding | Nov 7, 2024 | Benchmarkingcounterfactual | CodeCode Available | 2 |
| PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance | Nov 4, 2024 | Caption GenerationMultiple-choice | 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 |
| Towards Evaluating and Building Versatile Large Language Models for Medicine | Aug 22, 2024 | Multiple-choicenamed-entity-recognition | CodeCode Available | 2 |
| MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models | Aug 5, 2024 | Image ComprehensionMultiple-choice | CodeCode Available | 2 |
| XMainframe: A Large Language Model for Mainframe Modernization | Aug 5, 2024 | Code SummarizationLanguage Modeling | CodeCode Available | 2 |
| LongVideoBench: A Benchmark for Long-context Interleaved Video-Language Understanding | Jul 22, 2024 | Multiple-choiceQuestion Answering | CodeCode Available | 2 |
| MMInstruct: A High-Quality Multi-Modal Instruction Tuning Dataset with Extensive Diversity | Jul 22, 2024 | DiversityMultiple-choice | CodeCode Available | 2 |
| MMSci: A Dataset for Graduate-Level Multi-Discipline Multimodal Scientific Understanding | Jul 6, 2024 | ArticlesInstruction Following | CodeCode Available | 2 |
| ClinicalLab: Aligning Agents for Multi-Departmental Clinical Diagnostics in the Real World | Jun 19, 2024 | DiagnosticMultiple-choice | CodeCode Available | 2 |
| CHiSafetyBench: A Chinese Hierarchical Safety Benchmark for Large Language Models | Jun 14, 2024 | Multiple-choiceQuestion Answering | CodeCode Available | 2 |
| Open-LLM-Leaderboard: From Multi-choice to Open-style Questions for LLMs Evaluation, Benchmark, and Arena | Jun 11, 2024 | Multiple-choiceSelection bias | CodeCode Available | 2 |
| Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation | May 22, 2024 | InformativenessLanguage Modeling | CodeCode Available | 2 |
| Self-Reflection in LLM Agents: Effects on Problem-Solving Performance | May 5, 2024 | Multiple-choice | CodeCode Available | 2 |
| PLAYER*: Enhancing LLM-based Multi-Agent Communication and Interaction in Murder Mystery Games | Apr 26, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 2 |
| An Image Grid Can Be Worth a Video: Zero-shot Video Question Answering Using a VLM | Mar 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
