conftrace_

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

What matters when building vision-language models? NIPS 2024
GAOKAO-MM: A Chinese Human-Level Benchmark for Multimodal Models Evaluation ACL 2024
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI CVPR 2024
DevBench: A multimodal developmental benchmark for language learning NIPS 2024
CaMML: Context-Aware Multimodal Learner for Large Models ACL 2024
EXAMS-V: A Multi-Discipline Multilingual Multimodal Exam Benchmark for Evaluating Vision Language Models ACL 2024
MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations NIPS 2024
Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs NIPS 2024
Unveiling the Tapestry of Consistency in Large Vision-Language Models NIPS 2024
YouTubePD: A Multimodal Benchmark for Parkinson’s Disease Analysis NIPS 2023
Reading Books is Great, But Not if You Are Driving! Visually Grounded Reasoning about Defeasible Commonsense Norms EMNLP 2023
Be Different to Be Better! A Benchmark to Leverage the Complementarity of Language and Vision EMNLP 2020