evaluation benchmark

A Comprehensive Collection of Vignettes for Actual Causation CLeaR 2026 Bloom-Eval: A Hierarchical Evaluation Benchmark for Automatic Survey Generation Based on Bloom’s Taxonomy ACL 2026 BrowseComp-Plus: A Fair and Disentangled Evaluation Benchmark for Deep Search Agents ACL 2026 CaptionQA: Is Your Caption as Useful as the Image Itself? CVPR 2026 DiGraphHal-Bench: Evaluating Multimodal Large Language Models on Complex Directed Graphs CVPR 2026 Does Question Really Matter? The Attribution of Answer Bias in LLM Evaluation AAAI 2026 E-comIQ-ZH: A Human-Aligned Dataset and Benchmark for Fine-Grained Evaluation of E-commerce Posters with Chain-of-Thought CVPR 2026 EduGuardBench: A Holistic Benchmark for Evaluating the Pedagogical Fidelity and Adversarial Safety of LLMs as Simulated Teachers AAAI 2026 EMMA: Concept Erasure Benchmark with Comprehensive Semantic Metrics and Diverse Categories CVPR 2026 From Chaos to Clarity: A Knowledge Graph-Driven Audit Dataset Generation Framework for LLM Unlearning AAAI 2026 IF-RewardBench: Benchmarking Judge Models for Instruction-Following Evaluation ACL 2026 IGenBench: Benchmarking the Reliability of Text-to-Infographic Generation ACL 2026 INSIGHT Bench: Towards Grounded IN-SItu Guidance for Robotic ManipulaTion CVPR 2026 LexInstructEval: Lexical Instruction Following Evaluation for Large Language Models AAAI 2026 LitVISTA: A Benchmark for Narrative Orchestration in Literary Text ACL 2026 MME-SCI: A Comprehensive and Challenging Science Benchmark for Multimodal Large Language Models AAAI 2026 Multi-Crit: Benchmarking Multimodal Judges on Pluralistic Criteria-Following CVPR 2026 Paper2Web: Let’s Make Your Paper Alive! ACL 2026 RealUnify: Do Unified Models Truly Benefit from Unification? A Comprehensive Benchmark CVPR 2026 SemEval-2026 Task 8: MTRAGEval: Evaluating Multi-Turn RAG Conversations SemEval 2026 Serbian SuperGLUE: Towards an Evaluation Benchmark for South Slavic Language Models EACL 2026 T2VWorldBench: A Benchmark for Evaluating World Knowledge in Text-to-Video Generation WACV 2026 Truth or Sophistry? LoFa: A Benchmark for LLM Robustness Against Logical Fallacies ACL 2026 UnicEdit-10M: A Dataset and Benchmark Breaking the Scale-Quality Barrier via Unified Verification for Reasoning-Enriched Edits CVPR 2026 UniVBench: Towards Unified Evaluation for Video Foundation Models CVPR 2026