evaluation framework

4DWorldBench: A Comprehensive Evaluation Framework for 3D/4D World Generation Models CVPR 2026 AgentGym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments ACL 2026 arXiv2Table: Toward Realistic Benchmarking and Evaluation for LLM-Based Literature-Review Table Generation ACL 2026 Can ChatGPT Really Understand Modern Chinese Poetry? EACL 2026 DeepResearch Retail: Benchmarking Tool-Augmented Deep Research in the E-Commerce Domain ACL 2026 DRInQ: Evaluating Conversational Implicature with Controlled Context Variation ACL 2026 Effects of Collaboration on the Performance of Interactive Theme Discovery Systems ACL 2026 EvalSense: A Framework for Domain-Specific LLM (Meta-)Evaluation EACL 2026 Evaluating Language Model Pluralism through In-the-wild Crowd Discussions ACL 2026 Evaluating LLMs for Police Decision-Making: A Framework Based on Police Action Scenarios AAAI 2026 FactVerse: A Benchmark for Factual Consistency in Interleaved Image–Text Generation ACL 2026 Full-Duplex-Bench-v2: A Multi-Turn Evaluation Framework for Duplex Dialogue Systems with an Automated Examiner ACL 2026 GAICo: A Deployed and Extensible Framework for Evaluating Diverse and Multimodal Generative AI Outputs AAAI 2026 GeoArena: Evaluating Open-World Geographic Reasoning in Large Vision-Language Models ACL 2026 How Much Do Large Language Model Cheat on Evaluation? Benchmarking Overestimation Under the One-Time-Pad-Based Framework AAAI 2026 In-depth Research Impact Summarization through Fine-Grained Temporal Citation Analysis ACL 2026 Interpretable Coreference Resolution Evaluation Using Explicit Semantics ACL 2026 LoCar: Localization-Aware Evaluation of In-Vehicle Assistants through Fine-Grained Sociolinguistic Control ACL 2026 Logic-Level Evaluation of Logical Table-to-Text Generation CoNLL 2026 Measuring What Matters!! Assessing Therapeutic Principles in Mental-Health Conversation ACL 2026 PodBench: A Comprehensive Benchmark for Instruction-Aware Audio-Oriented Podcast Script Generation ACL 2026 ProactiveEval: A Unified Evaluation Framework for Proactive Dialogue Agents ACL 2026 ProSoftArena: Benchmarking Hierarchical Capabilities of Multi-modal Agents in Professional Software Environments CVPR 2026 RAGVUE: A Diagnostic View for Explainable and Automated Evaluation of Retrieval-Augmented Generation EACL 2026 Ready Jurist One: Benchmarking Language Agents for Legal Intelligence in Dynamic Environments ACL 2026