Evaluation

ORIC: Benchmarking Object Recognition under Contextual Incongruity in Large Vision-Language Models CVPR 2026 OSCBench: Benchmarking Object State Change in Text-to-Video Generation ACL 2026 PAI-Bench: A Comprehensive Benchmark For Physical AI CVPR 2026 Paper2Web: Let’s Make Your Paper Alive! ACL 2026 Par-ITA: Benchmarking Seq2Seq and LLMs on a Human-Supervised Parallel Corpus for Italian Hyperpartisan Neutralization ACL 2026 PAS: Prelim Attention Score for Detecting Object Hallucinations in Large Vision-Language Models CVPR 2026 PDR: A Plug-and-Play Positional Decay Framework for LLM Pre-training Data Detection ACL 2026 Perception Characteristics Distance: Measuring Stability and Robustness of Perception System in Dynamic Conditions under a Certain Decision Rule CVPR 2026 Persona-Grounded Safety Evaluation of AI Companions in Multi-Turn Conversations ACL 2026 Phun-Bench: Evaluating LLMs on Phonological Understanding in Chinese ACL 2026 PhyCritic: Multimodal Critic Models for Physical AI CVPR 2026 PIArena: A Platform for Prompt Injection Evaluation ACL 2026 PII-Bench: Evaluating Query-Aware Privacy Protection Systems ACL 2026 Pinetree at SemEval-2026 Task 7: A Large-Scale Failure Analysis of Cultural Grounding in Language Models SemEval 2026 PinPoint: Evaluation of Composed Image Retrieval with Explicit Negatives, Multi-Image Queries, and Paraphrase Testing CVPR 2026 Pixels Don't Lie (But Your Detector Might): Bootstrapping MLLM-as-a-Judge for Trustworthy Deepfake Detection and Reasoning Supervision CVPR 2026 PLAWBENCH: A Rubric-Based Benchmark for Evaluating LLMs in Real-World Legal Practice ACL 2026 PodBench: A Comprehensive Benchmark for Instruction-Aware Audio-Oriented Podcast Script Generation ACL 2026 Policy Compliance of User Requests in Natural Language for AI Systems ACL 2026 PosterIQ: A Design Perspective Benchmark for Poster Understanding and Generation CVPR 2026 PosterReward: Unlocking Accurate Evaluation for High-Quality Graphic Design Generation CVPR 2026 PRBench: Large-Scale Expert Rubrics for Evaluating High-Stakes Professional Reasoning ACL 2026 PRIME: A Process-Outcome Alignment Benchmark for Verifiable Reasoning in Mathematics and Engineering ACL 2026 PRiSM: Benchmarking Phone Realization in Speech Models ACL 2026 PRISM: Probing Reasoning, Instruction, and Source Memory in LLM Hallucinations ACL 2026