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Mme-survey: A comprehensive survey on evaluation of multimodal llms
As a prominent direction of Artificial General Intelligence (AGI), Multimodal Large Language
Models (MLLMs) have garnered increased attention from both industry and academia …
Models (MLLMs) have garnered increased attention from both industry and academia …
Expanding performance boundaries of open-source multimodal models with model, data, and test-time scaling
We introduce InternVL 2.5, an advanced multimodal large language model (MLLM) series
that builds upon InternVL 2.0, maintaining its core model architecture while introducing …
that builds upon InternVL 2.0, maintaining its core model architecture while introducing …
A survey on evaluation of multimodal large language models
J Huang, J Zhang - arxiv preprint arxiv:2408.15769, 2024 - arxiv.org
Multimodal Large Language Models (MLLMs) mimic human perception and reasoning
system by integrating powerful Large Language Models (LLMs) with various modality …
system by integrating powerful Large Language Models (LLMs) with various modality …
Mm1. 5: Methods, analysis & insights from multimodal llm fine-tuning
We present MM1. 5, a new family of multimodal large language models (MLLMs) designed
to enhance capabilities in text-rich image understanding, visual referring and grounding …
to enhance capabilities in text-rich image understanding, visual referring and grounding …