What is the Visual Cognition Gap between Humans and Multimodal LLMs?

What is the Visual Cognition Gap between Humans and Multimodal LLMs?

14 June 2024

Wenqian Ye

Jintai Chen

Papers citing "What is the Visual Cognition Gap between Humans and Multimodal LLMs?"

8 / 8 papers shown

Title
Learning Visual Abstract Reasoning through Dual-Stream Networks Kai Zhao Chang Xu Bailu Si 96 1 0 29 Nov 2024
V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs Penghao Wu Saining Xie LRM 47 120 0 21 Dec 2023
Abstract Visual Reasoning Enabled by Language Giacomo Camposampiero Loic Houmard Benjamin Estermann Joël Mathys Roger Wattenhofer LRM 28 12 0 07 Mar 2023
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark A. Kalyan ELM ReLM LRM 198 1,089 0 20 Sep 2022
Using cognitive psychology to understand GPT-3 Marcel Binz Eric Schulz ELM LLMAG 233 435 0 21 Jun 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices Mikolaj Malkiñski Jacek Mañdziuk 107 41 0 28 Jan 2022
Emergent Symbols through Binding in External Memory Taylor W. Webb I. Sinha J. Cohen 59 62 0 29 Dec 2020