Mar 7, 2024 · This paper endeavors to evaluate the competency of popular LVLMs in specialized and general tasks, respectively, aiming to offer a comprehensive understanding ...
Jun 28, 2024 · This paper endeavors to evaluate the competency of popular LVLMs in specialized and general tasks, respectively, aiming to offer a comprehensive understanding ...
Jun 11, 2024 · This paper offers a comprehensive assessment of the effectiveness of recent large vision-language models (LVLMs) in specialized tasks, including ...
AbstractThe advent of large vision-language models (LVLMs) represents a remarkable advance in the quest for artificial general intelligence.
The testbed and evaluation results of ''Effectiveness Assessment of Recent Large Vision-Language Models''. arxiv.org/abs/2403.04306.
Mar 7, 2024 · Our investigations reveal that these models demonstrate limited proficiency not only in specialized tasks but also in general tasks. We delve ...
Feb 16, 2024 · This work introduces a novel benchmark called ReForm-Eval for assessing large vision-language models. The underlying approach of ReForm-Eval ...
A comprehensive evaluation of publicly available large multimodal models by building a LVLM evaluation Hub (LVLM-eHub), which provides a foundational ...
Large Vision-Language Models (LVLMs) such as MiniGPT-4 and LLaVA have demonstrated the capability of understanding images and achieved remarkable ...
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In this paper, we propose an evaluation method that uses strong LLMs as judges to comprehensively evaluate the various abilities of LVLMs. Firstly, we construct ...