benchmark evaluation

OralGPT-Omni: A Versatile Dental Multimodal Large Language Model CVPR 2026 OSCBench: Benchmarking Object State Change in Text-to-Video Generation ACL 2026 Paper Folding Puzzles: Can Multimodal Large Language Models Perform Spatial Reasoning? AAAI 2026 Patient-Similarity Cohort Reasoning in Clinical Text-to-SQL EACL 2026 PerVL-Bench: Benchmarking Multimodal Personalization for Large Vision-Language Models WACV 2026 PhyEduVideo: A Benchmark for Evaluating Text-to-Video Models for Physics Education WACV 2026 Policy Compliance of User Requests in Natural Language for AI Systems ACL 2026 PRBench: Large-Scale Expert Rubrics for Evaluating High-Stakes Professional Reasoning ACL 2026 PTEB: Towards Robust Text Embedding Evaluation via Stochastic Paraphrasing at Evaluation Time with LLMs EACL 2026 Putting HUMANS first: Efficient LAM Evaluation with Human Preference Alignment ACL 2026 Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination AAAI 2026 ReMedQA: Are We Done With Medical Multiple-Choice Benchmarks? EACL 2026 Res-Bench: Benchmarking the Robustness of Multimodal Large Language Models to Dynamic Resolution Input AAAI 2026 SCENEBench: An Audio Understanding Benchmark Grounded in Assistive and Industrial Use Cases EACL 2026 Small Models Exhibit Limited Answer Consistency in Repetition Trials of the Multiple-Choice MMLU-Redux and MedQA Benchmarks AAAI 2026 Socrates or Smartypants: Testing Logic Reasoning Capabilities of Large Language Models with Logic Programming-Based Test Oracles AAAI 2026 SoMe: A Realistic Benchmark for LLM-based Social Media Agents AAAI 2026 SpatialLogic-Bench: A Diagnostic Benchmark for Task-Oriented Spatiotemporal Reasoning AAAI 2026 Sudanese-Flores: Extending FLORES+ to Sudanese Arabic Dialect EACL 2026 SurgCoT: Advancing Spatiotemporal Reasoning in Surgical Videos through a Chain-of-Thought Benchmark CVPR 2026 T2-RAGBench: Text-and-Table Benchmark for Evaluating Retrieval-Augmented Generation EACL 2026 TASE: Token Awareness and Structured Evaluation for Multilingual Language Models AAAI 2026 Taxation Perspectives from Large Language Models: A Case Study on Additional Tax Penalties EACL 2026 TaxReasoning: Benchmarking Knowledge-Intensive Mathematical Reasoning with Evolving Tax Laws AAAI 2026 TeluguEval: A Comprehensive Benchmark for Evaluating LLM Capabilities in Telugu EACL 2026