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multimodal benchmark

37 papers

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vision-language model (2348) multimodal learning (4645) vision language model (767) large language model (13587) visual reasoning (493) benchmark evaluation (1556) multimodal large language model (966) benchmark dataset (635) large multimodal model (184) visual question answering (1017)

Papers

VeriTaS: The First Dynamic Benchmark for Multimodal Automated Fact-Checking ACL 2026
Tears or Cheers? Benchmarking LLMs via Culturally Elicited Distinct Affective Responses ACL 2026
OIDA-QA: A Multimodal Benchmark for Analyzing the Opioid Industry Documents Archive AAAI 2026
MMTutorBench: The First Multimodal Benchmark for AI Math Tutoring ACL 2026
MCA-Bench: A Multimodal Benchmark for Evaluating CAPTCHA Robustness Against VLM-based Attacks AAAI 2026
CogEvolve: A Multimodal Benchmark for Evaluating Relational Reasoning in Semantic Extension ACL 2026
VisNumBench: Evaluating Number Sense of Multimodal Large Language Models ICCV 2025
CLLMate: A Multimodal Benchmark for Weather and Climate Events Forecasting EMNLP 2025
InfiniBench: A Benchmark for Large Multi-Modal Models in Long-Form Movies and TV Shows 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
Vision-Language Models Do Not Understand Negation CVPR 2025
MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation NAACL 2025
ProBench: Judging Multimodal Foundation Models on Open-ended Multi-domain Expert Tasks ACL 2025
INS-MMBench: A Comprehensive Benchmark for Evaluating LVLMs' Performance in Insurance ICCV 2025
NusaAksara: A Multimodal and Multilingual Benchmark for Preserving Indonesian Indigenous Scripts ACL 2025
Benchmarking Multimodal Models for Ukrainian Language Understanding Across Academic and Cultural Domains ACL 2025
TaiwanVQA: A Benchmark for Visual Question Answering for Taiwanese Daily Life COLING 2025
INTERCHART: Benchmarking Visual Reasoning Across Decomposed and Distributed Chart Information IJCNLP 2025
iVISPAR — An Interactive Visual-Spatial Reasoning Benchmark for VLMs EMNLP 2025
VERITAS: Leveraging Vision Priors and Expert Fusion to Improve Multimodal Data EMNLP 2025
Social Genome: Grounded Social Reasoning Abilities of Multimodal Models EMNLP 2025
PerMed-MM: A Multimodal, Multi-Specialty Persian Medical Benchmark for Evaluating Vision Language Models AACL 2025
mmJEE-Eval: A Bilingual Multimodal Benchmark for Evaluating Scientific Reasoning in Vision-Language Models AACL 2025
PerMed-MM: A Multimodal, Multi-Specialty Persian Medical Benchmark for Evaluating Vision Language Models IJCNLP 2025