Evaluation

Impatient Users Confuse AI Agents: High-fidelity Simulations of Human Traits for Testing Agents ACL 2026 ImplicitMemBench: Measuring Unconscious Behavioral Adaptation in Large Language Models ACL 2026 Improving the Distributional Alignment of LLMs using Supervision ACL 2026 Inertia in Moral and Value Judgments of Large Language Models ACL 2026 INFACT: A Diagnostic Benchmark for Induced Faithfulness and Factuality Hallucinations in Video-LLMs ACL 2026 InfiniBench: Infinite Benchmarking for Visual Spatial Reasoning with Customizable Scene Complexity CVPR 2026 Inflated Excellence or True Performance? Rethinking Medical Diagnostic Benchmarks with Dynamic Evaluation ACL 2026 Inside-Out: Measuring Generalization in Vision Transformers Through Inner Workings CVPR 2026 INSIGHT Bench: Towards Grounded IN-SItu Guidance for Robotic ManipulaTion CVPR 2026 Interpretable Coreference Resolution Evaluation Using Explicit Semantics ACL 2026 Inverting the Shield: Systematically Generating Safety Tests from Policy Specifications ACL 2026 Investigating More Explainable and Partition-Free Compositionality Estimation for LLMs: A Rule-Generation Perspective ACL 2026 Is Human-Like Text Liked by Humans? Multilingual Human Detection and Preference Against AI ACL 2026 Is your VLM Sky-Ready? A Comprehensive Spatial Intelligence Benchmark for UAV Navigation CVPR 2026 It’s Not What You Say, It’s How You Say It: Evaluating LLM Responses to Expressions of Belief ACL 2026 J4R: Learning to Judge with Equivalent Initial State Group Relative Policy Optimization ACL 2026 JanusMM: A Benchmark for Self-Deprecation Understanding in Real-World Multimodal Conversations ACL 2026 JurisBench: A Deep Benchmark for Assessing Large Language Models in Professional Legal Practice ACL 2026 KaLOS finds Consensus: A Meta-Algorithm for Evaluating Inter-Annotator Agreement in Complex Vision Tasks CVPR 2026 Knowledge without Wisdom: Measuring Misalignment between LLMs and Intended Impact ACL 2026 KnowMe-Bench: Benchmarking Person Understanding for Lifelong Digital Companions ACL 2026 KoCo-Bench: Can Large Language Models Leverage Domain Knowledge in Software Development? ACL 2026 Label Effects: Shared Heuristic Reliance in Trust Assessment by Humans and LLM-as-a-Judge ACL 2026 Language Models Don’t Know What You Want: Evaluating Personalization in Deep Research Needs Real Users ACL 2026 LaoBench: A Large-Scale Multidimensional Lao Benchmark for Large Language Models ACL 2026