| MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI X Yue, Y Ni, K Zhang, T Zheng, R Liu, G Zhang, S Stevens, D Jiang, ... CVPR Best Paper Nomination, 2023 | 1762 | 2023 |
| MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark Y Wang, X Ma, G Zhang, Y Ni, A Chandra, S Guo, W Ren, A Arulraj, X He, ... Neurips D&B 2024, 2024 | 1141 | 2024 |
| Yi: Open Foundation Models by 01. AI A Young, B Chen, C Li, C Huang, G Zhang, G Zhang, H Li, J Zhu, J Chen, ... Yi Tech Report, 2024 | 753 | 2024 |
| MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning X Yue, X Qu, G Zhang, Y Fu, W Huang, H Sun, Y Su, W Chen ICLR, 2023 | 513 | 2023 |
| Long-context LLMs Struggle with Long In-context Learning T Li, G Zhang, QD Do, X Yue, W Chen TMLR, 2024 | 359 | 2024 |
| MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training Y Li*, R Yuan*, G Zhang*, Y Ma*, X Chen, H Yin, C Lin, A Ragni, ... ICLR, 2023 | 260* | 2023 |
| Mmmu-pro: A more robust multi-discipline multimodal understanding benchmark X Yue, T Zheng, Y Ni, Y Wang, K Zhang, S Tong, Y Sun, B Yu, G Zhang, ... ACL, 2024 | 247 | 2024 |
| Training Socially Aligned Language Models in Simulated Human Society R Liu, R Yang, C Jia, G Zhang, D Zhou, AM Dai, D Yang, S Vosoughi ICLR, 2023 | 246* | 2023 |
| AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling J Zhan, J Dai, J Ye, Y Zhou, D Zhang, Z Liu, X Zhang, R Yuan, G Zhang, ... ACL, 2024 | 245 | 2024 |
| AutoAgents: A Framework for Automatic Agent Generation G Chen, S Dong, Y Shu, G Zhang, J Sesay, BF Karlsson, J Fu, Y Shi IJCAI, 2023 | 245 | 2023 |
| OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement T Zheng*, G Zhang*, T Shen*, X Liu*, BY Lin, J Fu, W Chen, X Yue ACL Findings, 2024 | 232 | 2024 |
| Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models B Gao, F Song, Z Yang, Z Cai, Y Miao, Q Dong, L Li, C Ma, L Chen, R Xu, ... arXiv preprint arXiv:2410.07985, 2024 | 223 | 2024 |
| ReTool: Reinforcement Learning for Strategic Tool Use in LLMs J Feng, S Huang, X Qu, G Zhang, Y Qin, B Zhong, C Jiang, J Chi, ... arXiv preprint arXiv:2504.11536, 2025 | 177 | 2025 |
| MAmmoTH2: Scaling Instructions from the Web X Yue, T Zheng, G Zhang, W Chen Neurips 2024, 2024 | 146 | 2024 |
| Massive Editing for Large Language Models via Meta Learning C Tan, G Zhang, J Fu ICLR, 2023 | 135 | 2023 |
| Seed-thinking-v1. 5: Advancing superb reasoning models with reinforcement learning BD Seed, Y Yuan, Y Yue, M Wang, X Zuo, J Chen, L Yan, W Xu, C Zhang, ... arXiv preprint arXiv:2504.13914, 2025 | 130 | 2025 |
| OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models S Huang, T Cheng, JK Liu, J Hao, L Song, Y Xu, J Yang, JH Liu, C Zhang, ... ACL, 2024 | 130* | 2024 |
| UniIR: Training and Benchmarking Universal Multimodal Information Retrievers C Wei, Y Chen, H Chen, H Hu, G Zhang, J Fu, A Ritter, W Chen ECCV 2024, 2023 | 130 | 2023 |
| ConsistI2V: Enhancing Visual Consistency for Image-to-Video Generation W Ren, H Yang, G Zhang, C Wei, X Du, S Huang, W Chen TMLR, 2024 | 120* | 2024 |
| Supergpqa: Scaling llm evaluation across 285 graduate disciplines X Du, Y Yao, K Ma, B Wang, T Zheng, K Zhu, M Liu, Y Liang, X Jin, Z Wei, ... Neurips 2025, 2025 | 113* | 2025 |
Wenhao HuangPeking UniversityVerified email at baai.ac.cn
