🔗 Who cites «MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research»

21 papers of our library cite it (of the 149,439 whose bibliographies we read) · 10 with a page here, the most cited first · ← back to «MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research»

1. AI4Research: A Survey of Artificial Intelligence for Scientific ResearchScience China Information SciencesQiguang Chen, Mingda Yang, Libo Qin, et al.2025 · 21 citations
2. AstaBench: Rigorous Benchmarking of AI Agents with a Scientific Research SuitearXiv:2510.21652Jonathan Bragg, Mike D'Arcy, Nishant Balepur, et al.2025 · 19 citations
3. SciArena: An Open Evaluation Platform for Non-Verifiable Scientific Literature-Grounded TasksConference on Neural Information Processing Systems (NeurIPS)Yilun Zhao, Kaiyan Zhang, Tiansheng Hu, et al.2025 · 11 citations
4. AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific ResearchAnnual Meeting of the Association for Computational Linguistics (ACL)Yilun Zhao, Weiyuan Chen, Zhijian Xu, et al.2025 · 9 citations
5. AI for Auto-Research: Roadmap & User GuidearXiv:2605.18661Lingdong Kong, Xian Sun, Wei Chow, et al.2026 · 5 citations
6. How Far Are We From True Auto-Research?arXiv:2605.19156Zhengxin Zhang, Ning Wang, Sainyam Galhotra, et al.2026 · 5 citations
7. SciIntegrity-Bench: A Benchmark for Evaluating Academic Integrity in AI Scientist SystemsarXiv:2605.10246Zonglin Yang, Xingtong Liu, Xinyan Xu2026 · 4 citations
8. FARS: A Fully Automated Research System Deployed at ScalearXiv:2606.31651Qiong Tang, Tianxiang Sun, Xiangkun Hu, et al.2026 · 1 citation
9. Bloom-Eval: A Hierarchical Evaluation Benchmark for Automatic Survey Generation Based on Bloom's TaxonomyAnnual Meeting of the Association for Computational Linguistics (ACL)Fei Zhang, Zhe Zhao, HaiBin Wen, et al.2026
10. MMSciCode: Real-world Evaluation of Multilingual Multi-Discipline Scientific Research CodingAnnual Meeting of the Association for Computational Linguistics (ACL)Xue Xia, Zheyuan Yang, Arman Cohan, et al.2026

11 more papers of our library cite it; they have no page here yet.

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