benchmark evaluation

3DSRBench: A Comprehensive 3D Spatial Reasoning Benchmark ICCV 2025 A Benchmark and Robustness Study of In-Context-Learning with Large Language Models in Music Entity Detection COLING 2025 A benchmark for end-to-end zero-shot biomedical relation extraction with LLMs: experiments with OpenAI models AACL 2025 A Benchmark for Hindi Verb-Argument Structure Alternations EMNLP 2025 AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research ACL 2025 AceMath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling ACL 2025 A Comprehensive Evaluation on Event Reasoning of Large Language Models AAAI 2025 AcT2I: Evaluating and Improving Action Depiction in Text-to-Image Models EMNLP 2025 ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models ACL 2025 Advancing Persian LLM Evaluation NAACL 2025 AfriMed-QA: A Pan-African, Multi-Specialty, Medical Question-Answering Benchmark Dataset ACL 2025 Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents ACL 2025 Agri-CM3: A Chinese Massive Multi-modal, Multi-level Benchmark for Agricultural Understanding and Reasoning ACL 2025 AIGV-Assessor: Benchmarking and Evaluating the Perceptual Quality of Text-to-Video Generation with LMM CVPR 2025 A-I-RAVEN and I-RAVEN-Mesh: Two New Benchmarks for Abstract Visual Reasoning IJCAI 2025 A Japanese Language Model and Three New Evaluation Benchmarks for Pharmaceutical NLP IJCNLP 2025 All-in-one: Understanding and Generation in Multimodal Reasoning with the MAIA Benchmark EMNLP 2025 All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages CVPR 2025 A MISMATCHED Benchmark for Scientific Natural Language Inference ACL 2025 AnaToM: A Dataset Generation Framework for Evaluating Theory of Mind Reasoning Toward the Anatomy of Difficulty through Structurally Controlled Story Generation IJCNLP 2025 ArabicSense: A Benchmark for Evaluating Commonsense Reasoning in Arabic with Large Language Models COLING 2025 AraEval: An Arabic Multi-Task Evaluation Suite for Large Language Models EMNLP 2025 ARC ‘Challenge’ Is Not That Challenging ACL 2025 A Reality Check on Context Utilisation for Retrieval-Augmented Generation ACL 2025 Are Bias Evaluation Methods Biased ? ACL 2025