Back to search

Article

Exploration of Stability Judgments: From Multimodal LLMs to Human Insights

2025-09-22

Abstract excerpt

This study extends our previous investigation into whether multimodal large language models (MLLMs) can reason about physical reasoning, using a game environment as the testbed. Stability served as a foundational scenario to probe model understanding of physical reasoning. We evaluated twelve models, combining those from the earlier study with six additional Open-weight models, and compared them with human partici...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
e9698d18-235c-5606-be20-7e7155e53c23
DOI
10.20944/preprints202509.1708.v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Exploration of Stability Judgments: From Multimodal LLMs to Human InsightsDOI 10.20944/preprints202509.1708.v1
Select a neighboring publication to make it the new centre.