"benchmark construction" Papers

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ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation

Cheng Yang, Chufan Shi, Yaxin Liu et al.

ICLR 2025posterarXiv:2406.09961

JudgeBench: A Benchmark for Evaluating LLM-Based Judges

Sijun Tan, Siyuan Zhuang, Kyle Montgomery et al.

ICLR 2025posterarXiv:2410.12784

Linguini: A benchmark for language-agnostic linguistic reasoning

Eduardo Sánchez, Belen Alastruey, Christophe Ropers et al.

NeurIPS 2025posterarXiv:2409.12126

SECODEPLT: A Unified Benchmark for Evaluating the Security Risks and Capabilities of Code GenAI

Yuzhou Nie, Zhun Wang, Yu Yang et al.

NeurIPS 2025poster

SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines

Xeron Du, Yifan Yao, Kaijing Ma et al.

NeurIPS 2025posterarXiv:2502.14739

WritingBench: A Comprehensive Benchmark for Generative Writing

Yuning Wu, Jiahao Mei, Ming Yan et al.

NeurIPS 2025posterarXiv:2503.05244

AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls

YU DU, Fangyun Wei, Hongyang Zhang

ICML 2024poster

Rethinking Generative Large Language Model Evaluation for Semantic Comprehension

Fangyun Wei, Xi Chen, Lin Luo

ICML 2024poster