benchmark evaluation

A Benchmark and Evaluation of Automated Language of Study Extraction from Computational Linguistics Publications EACL 2026 A Benchmark for Audio Reasoning Capabilities of Multimodal Large Language Models EACL 2026 AfriMTEB and AfriE5: Benchmarking and Adapting Text Embedding Models for African Languages EACL 2026 AgencyBench: Benchmarking the Frontiers of Autonomous Agents in 1M-Token Real-World Contexts ACL 2026 AncientBench: Towards Comprehensive Evaluation on Excavated and Transmitted Chinese Corpora AAAI 2026 AraLingBench: A Human-Annotated Benchmark for Evaluating Arabic Linguistic Capabilities of Large Language Models EACL 2026 Are We on the Right Way to Assess Document Retrieval-Augmented Generation? AAAI 2026 Are We Using the Right Benchmark: An Evaluation Framework for Visual Token Compression Methods ACL 2026 ARQA: A Benchmark for Grounded Table–Text QA in Enterprise Annual Reports EACL 2026 A Tale of Two Scripts: Transliteration and Post-Correction for Judeo-Arabic EACL 2026 BeDiscovER: The Benchmark of Discourse Understanding in the Era of Reasoning Language Models EACL 2026 Benchmarking LLMs for Political Science: A United Nations Perspective AAAI 2026 Benchmarking LLMs’ Mathematical Reasoning with Unseen Random Variables Questions AAAI 2026 Benchmarking PhD-Level Coding in 3D Geometric Computer Vision CVPR 2026 Benchmarking Temporal Reasoning and Alignment Across Chinese Dynasties EACL 2026 Benchmarking Trustworthiness in Multimodal LLMs for Video Understanding AAAI 2026 Benchmarking Visual LLMs Resilience to Unanswerable Questions on Visually Rich Documents AAAI 2026 Better Call CLAUSE: A Discrepancy Benchmark for Auditing LLMs Legal Reasoning Capabilities EACL 2026 Beyond Accuracy: A Cognitive Load Framework for Mapping the Capability Boundaries of Tool-use Agents AAAI 2026 Beyond Blind Following: Evaluating Robustness of LLM Agents under Imperfect Guidance EACL 2026 Beyond Counting: Evaluating Abstract and Emotional Reasoning in Vision-Language Models AAAI 2026 BOP-Distrib: Revisiting 6D Pose Estimation Benchmarks for Better Evaluation under Visual Ambiguities WACV 2026 Bridging the Copyright Gap: Do Large Vision-Language Models Recognize and Respect Copyrighted Content? AAAI 2026 Can Models Help Us Create Better Models? Evaluating LLMs as Data Scientists EACL 2026 Cards Against Contamination: TCG-Bench for Difficulty-Scalable Multilingual LLM Reasoning EACL 2026