benchmark dataset

RoadSceneBench: A Lightweight Benchmark for Mid-Level Road Scene Understanding CVPR 2026 RPC-Bench: A Fine-grained Benchmark for Research Paper Comprehension ACL 2026 SALT-31: A Machine Translation Benchmark Dataset for 31 Ugandan Languages EACL 2026 See What We Cannot See: A Geo-guided Reasoning Benchmark for Object Counting under Adverse Earth Observation Conditions CVPR 2026 SemEval-2026 Task 10: PsyCoMark – Psycholinguistic Conspiracy Marker Extraction and Detection SemEval 2026 Small Object, Great Challenge: A Benchmark for Small Object Visual Grounding CVPR 2026 TempViz: On the Evaluation of Temporal Knowledge in Text-to-Image Models EACL 2026 Toward Generalizable Whole Brain Representations with High-Resolution Light-Sheet Data CVPR 2026 Towards Universal Computational Aberration Correction in Photographic Cameras: A Comprehensive Benchmark Analysis CVPR 2026 TwiUSD: A Benchmark Dataset and Structure-Aware LLM Framework for User Stance Detection ACL 2026 UAV-CB: A Complex-Background RGB-T Dataset and Local Frequency Bridge Network for UAV Detection CVPR 2026 VAST-ReID: A Low-Light Benchmark Dataset for Person Re-Identification with Visual and Attribute-Rich Semantic Tracking WACV 2026 VGA-Bench: A Unified Benchmark and Multi-Model Framework for Video Aesthetics and Generation Quality Evaluation CVPR 2026 v-HUB: A Benchmark for Video Humor Understanding from Vision and Sound ACL 2026 ViGoEmotions: A Benchmark Dataset For Fine-grained Emotion Detection on Vietnamese Texts EACL 2026 Who Wrote This Line? Evaluating the Detection of LLM-Generated Classical Chinese Poetry ACL 2026 WHU-MARS: A Multispectral Aerial-Ground Benchmark Towards Any-Scenario Person Re-Identification CVPR 2026 WiTTA-Bench: Benchmarking Test-Time Adaptation for WiFi Sensing CVPR 2026 Your One-Stop Solution for AI-Generated Video Detection CVPR 2026 75-Speaker Annot-16: A benchmark dataset for speech articulatory rt-MRI annotation with articulator contours and phonetic alignment Interspeech 2025 AAAR-1.0: Assessing AI’s Potential to Assist Research ICML 2025 A Comprehensive Evaluation of Cognitive Biases in LLMs NAACL 2025 A Comprehensive Taxonomy of Negation for NLP and Neural Retrievers EMNLP 2025 Adaptive Schema-aware Event Extraction with Retrieval-Augmented Generation EMNLP 2025 AdTEC: A Unified Benchmark for Evaluating Text Quality in Search Engine Advertising NAACL 2025