benchmark evaluation

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering EMNLP 2025 ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering ACL 2025 ChatBench: From Static Benchmarks to Human-AI Evaluation ACL 2025 Cheating Automatic LLM Benchmarks: Null Models Achieve High Win Rates ICLR 2025 CheckManual: A New Challenge and Benchmark for Manual-based Appliance Manipulation CVPR 2025 CHENGYU-BENCH: Benchmarking Large Language Models for Chinese Idiom Understanding and Use EMNLP 2025 Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine AAAI 2025 Chinese SimpleQA: A Chinese Factuality Evaluation for Large Language Models ACL 2025 ChronoBias: A Benchmark for Evaluating Time-conditional Group Bias in the Time-sensitive Knowledge of Large Language Models EMNLP 2025 ChronoSense: Exploring Temporal Understanding in Large Language Models with Time Intervals of Events ACL 2025 Chumor 2.0: Towards Better Benchmarking Chinese Humor Understanding from (Ruo Zhi Ba) ACL 2025 CitaLaw: Enhancing LLM with Citations in Legal Domain ACL 2025 CiteEval: Principle-Driven Citation Evaluation for Source Attribution ACL 2025 CLaw: Benchmarking Chinese Legal Knowledge in Large Language Models - A Fine-grained Corpus and Reasoning Analysis EMNLP 2025 CLDyB: Towards Dynamic Benchmarking for Continual Learning with Pre-trained Models ICLR 2025 ClimateEval: A Comprehensive Benchmark for NLP Tasks Related to Climate Change ACL 2025 ClimateViz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts EMNLP 2025 CliME: Evaluating Multimodal Climate Discourse on Social Media and the Climate Alignment Quotient (CAQ) ACL 2025 CMedCalc-Bench: A Fine-Grained Benchmark for Chinese Medical Calculations in LLM EMNLP 2025 CMMaTH: A Chinese Multi-modal Math Skill Evaluation Benchmark for Foundation Models COLING 2025 CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation ACL 2025 CNNSum: Exploring Long-Context Summarization with Large Language Models in Chinese Novels ACL 2025 CodeArena: Evaluating and Aligning CodeLLMs on Human Preference EMNLP 2025 CodeEval: A pedagogical approach for targeted evaluation of code-trained Large Language Models IJCNLP 2025 CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification AAAI 2025