benchmark dataset

Korean Canonical Legal Benchmark: Toward Knowledge-Independent Evaluation of LLMs’ Legal Reasoning Capabilities EACL 2026 LENVIZ: A High-Resolution Low-Exposure Night Vision Benchmark Dataset WACV 2026 Machine translation Evaluation Eng-Thai MQM Ranking dataset EACL 2026 MapVerse: A Benchmark for Geospatial Question Answering on Diverse Real-World Maps WACV 2026 MATH-IDN: A Multilingual Mathematical Problem Solving Dataset Featuring Local Languages in Indonesia EACL 2026 MCHDoc: A Comprehensive Benchmark for Reading Multi-Carrier Chinese Historical Documents CVPR 2026 McMining: Automated Discovery of Misconceptions in Student Code EACL 2026 MedMCP-Calc: Benchmarking LLMs for Realistic Medical Calculator Scenarios via MCP Integration ACL 2026 MMDIR: Multimodal Instruction-Driven Framework for Mixed-Degradation Document Image Restoration CVPR 2026 MOGeo: Beyond One-to-One Cross-View Object Geo-localization CVPR 2026 MoHoBench: Assessing Honesty of Multimodal Large Language Models via Unanswerable Visual Questions AAAI 2026 MultiBanana: A Challenging Benchmark for Multi-Reference Text-to-Image Generation CVPR 2026 Not All Birds Look The Same: Identity-Preserving Generation For Birds CVPR 2026 OIDA-QA: A Multimodal Benchmark for Analyzing the Opioid Industry Documents Archive AAAI 2026 OMG-Bench: A New Challenging Benchmark for Skeleton-based Online Micro Hand Gesture Recognition CVPR 2026 Omni-AD: A Large-scale and Versatile Benchmark for Industrial Anomaly Detection CVPR 2026 ORBIT: Benchmarking SfM in the Wild with 360deg Video CVPR 2026 PEOD: A Pixel-Aligned Event-RGB Benchmark for Object Detection Under Challenging Conditions AAAI 2026 PKR-QA: A Benchmark for Procedural Knowledge Reasoning with Knowledge Module Learning AAAI 2026 Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation ACL 2026 RealAppiance: Let High-fidelity Appliance Assets Controllable and Workable as Aligned Real Manauls CVPR 2026 Rethinking Evaluation for LLM Hallucination Detection: A Desiderata, A New RAG-based Benchmark, New Insights ACL 2026 RGB-Event based Pedestrian Attribute Recognition: A Benchmark Dataset and An Asymmetric RWKV Fusion Framework CVPR 2026 RISK: A Framework for GUI Agents in E-commerce Risk Management ACL 2026 RMIR: A Benchmark Dataset for Reasoning-Intensive Multimodal Image Retrieval CVPR 2026