benchmark evaluation

MASSIVE-Agents: A Benchmark for Multilingual Function-Calling in 52 Languages EMNLP 2025 MatViX: Multimodal Information Extraction from Visually Rich Articles NAACL 2025 McEval: Massively Multilingual Code Evaluation ICLR 2025 MCS-Bench: A Comprehensive Benchmark for Evaluating Multimodal Large Language Models in Chinese Classical Studies ACL 2025 MDIT-Bench: Evaluating the Dual-Implicit Toxicity in Large Multimodal Models ACL 2025 Measuring and Benchmarking Large Language Models’ Capabilities to Generate Persuasive Language NAACL 2025 MedCite: Can Language Models Generate Verifiable Text for Medicine? ACL 2025 MedEBench: Diagnosing Reliability in Text-Guided Medical Image Editing EMNLP 2025 MEETING DELEGATE: Benchmarking LLMs on Attending Meetings on Our Behalf EMNLP 2025 MELABenchv1: Benchmarking Large Language Models against Smaller Fine-Tuned Models for Low-Resource Maltese NLP ACL 2025 MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents ACL 2025 MemeQA: Holistic Evaluation for Meme Understanding ACL 2025 Metric Calculating Benchmark: Code-Verifiable Complicate Instruction Following Benchmark for Large Language Models EMNLP 2025 MFinMeeting: A Multilingual, Multi-Sector, and Multi-Task Financial Meeting Understanding Evaluation Dataset ACL 2025 MHALO: Evaluating MLLMs as Fine-grained Hallucination Detectors ACL 2025 MIA-Bench: Towards Better Instruction Following Evaluation of Multimodal LLMs ICLR 2025 MILU: A Multi-task Indic Language Understanding Benchmark NAACL 2025 MiMoTable: A Multi-scale Spreadsheet Benchmark with Meta Operations for Table Reasoning COLING 2025 Mind the Gap: Static and Interactive Evaluations of Large Audio Models ACL 2025 MiniLongBench: The Low-cost Long Context Understanding Benchmark for Large Language Models ACL 2025 MIRAGE: A Metric-Intensive Benchmark for Retrieval-Augmented Generation Evaluation NAACL 2025 MisinfoBench: A Multi-Dimensional Benchmark for Evaluating LLMs’ Resilience to Misinformation EMNLP 2025 Mis-prompt: Benchmarking Large Language Models for Proactive Error Handling ACL 2025 Mitigating Geospatial Knowledge Hallucination in Large Language Models: Benchmarking and Dynamic Factuality Aligning EMNLP 2025 MLAlgo-Bench: Can Machines Implement Machine Learning Algorithms? EMNLP 2025