Evaluation

COMPASS: A Framework for Evaluating Organization-Specific Policy Alignment in LLMs ACL 2026 CompBench: Benchmarking Complex Instruction-guided Image Editing CVPR 2026 Consensus vs. Controversy: Mapping the Decision Space Where Architectures Diverge CVPR 2026 Contextual Diversity Measure (CDM) for Controllable Story Generation in Large Language Models ACL 2026 Controllable Contamination Detection for Reliable LLM Evaluation with Statistical Guarantees ACL 2026 Copyright Detective: A Forensic System to Evidence LLMs Flickering Copyright Leakage Risks ACL 2026 CoreCodeBench: Decoupling Code Intelligence via Fine-Grained Repository-Level Tasks ACL 2026 CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents ACL 2026 CrochetBench: Can Vision-Language Models Move from Describing to Doing in Crochet Domain? ACL 2026 CrossHOI-Bench: A Unified Benchmark for HOI Evaluation across Vision-Language Models and HOI-Specific Methods CVPR 2026 CT-FineBench: A Diagnostic Fidelity Benchmark for Fine-Grained Evaluation of CT Report Generation ACL 2026 CUB: Benchmarking Context Utilisation Techniques for Language Models ACL 2026 CURVE: A Benchmark for Cultural and Multilingual Long Video Reasoning CVPR 2026 C-World: A Computer Use Agent Environment Creator ACL 2026 CxMP: A Linguistic Minimal-Pair Benchmark for Evaluating Constructional Understanding in Language Models ACL 2026 DAC-Bench: A Decision-Aware Benchmark for Compositional Mobile GUI Tasks ACL 2026 Decentralized Arena: Towards Democratic and Scalable Automatic Evaluation of Language Models ACL 2026 Decoding Scientific Experimental Images: The SPUR Benchmark for Perception, Understanding, and Reasoning ACL 2026 DeepFact: Co-Evolving Benchmarks and Agents for Deep Research Factuality ACL 2026 DeepfakeImpact: A Two-Stage Benchmark with Real-World Impact in Deepfake Detection CVPR 2026 DeepPlanning: Benchmarking Long-Horizon Agentic Planning with Verifiable Constraints ACL 2026 DeepResearch Retail: Benchmarking Tool-Augmented Deep Research in the E-Commerce Domain ACL 2026 Deep Research with Open-Domain Evaluation and Multi-Stage Guardrails for Safety ACL 2026 DetectRL-X: Towards Reliable Multilingual and Real-World LLM-Generated Text Detection ACL 2026 Development and Benchmarking of a Blended Human-AI Qualitative Research Assistant ACL 2026