multimodal benchmark

CogEvolve: A Multimodal Benchmark for Evaluating Relational Reasoning in Semantic Extension ACL 2026 CURVE: A Benchmark for Cultural and Multilingual Long Video Reasoning CVPR 2026 FinCall-Surprise: A Large Scale Multi-modal Benchmark for Earning Surprise Prediction ACL 2026 HiFICL: High-Fidelity In-Context Learning for Multimodal Tasks CVPR 2026 LifeEval: A Multimodal Benchmark for Assistive AI in Egocentric Daily Life Tasks CVPR 2026 MCA-Bench: A Multimodal Benchmark for Evaluating CAPTCHA Robustness Against VLM-based Attacks AAAI 2026 MMErroR: A Benchmark for Erroneous Reasoning in Vision-Language Models ACL 2026 MMTutorBench: The First Multimodal Benchmark for AI Math Tutoring ACL 2026 OIDA-QA: A Multimodal Benchmark for Analyzing the Opioid Industry Documents Archive AAAI 2026 Omni-RewardBench: Toward a Comprehensive Evaluation of Generative Reward Models Across Modalities ACL 2026 Tears or Cheers? Benchmarking LLMs via Culturally Elicited Distinct Affective Responses ACL 2026 Think 360deg: Beyond Depth: Evaluating the Width-centric Reasoning Capability of MLLMs CVPR 2026 Understanding Task Transfer in Vision-Language Models CVPR 2026 UniM: A Unified Any-to-Any Interleaved Multimodal Benchmark CVPR 2026 VeriTaS: The First Dynamic Benchmark for Multimodal Automated Fact-Checking ACL 2026 A Closer Look at Multimodal Representation Collapse ICML 2025 Benchmarking Multimodal Models for Ukrainian Language Understanding Across Academic and Cultural Domains ACL 2025 CLLMate: A Multimodal Benchmark for Weather and Climate Events Forecasting EMNLP 2025 EEE-Bench: A Comprehensive Multimodal Electrical And Electronics Engineering Benchmark CVPR 2025 Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models CVPR 2025 InfiniBench: A Benchmark for Large Multi-Modal Models in Long-Form Movies and TV Shows EMNLP 2025 INS-MMBench: A Comprehensive Benchmark for Evaluating LVLMs' Performance in Insurance ICCV 2025 INTERCHART: Benchmarking Visual Reasoning Across Decomposed and Distributed Chart Information IJCNLP 2025 iVISPAR — An Interactive Visual-Spatial Reasoning Benchmark for VLMs EMNLP 2025 MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation NAACL 2025