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From Training-Free to Adaptive: Empirical Insights into MLLMs’ Understanding of Detection Information

Published Online: 2026-06-10

Published Print: 2026-06

Authors

Jiao, Qirui

Chen, Daoyuan

Huang, Yilun

Li, Yaliang

Shen, Ying https://orcid.org/0000-0002-3220-904X
License Information

Text and Data Mining valid from 2026-06-01

Version of Record valid from 2026-06-01
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Article History

Received: 27 August 2025

Accepted: 29 April 2026

First Online: 10 June 2026

Declarations

:

: The authors declare that they have no potential conflicts of interest.

: Additionally, this research did not involve any human participants or animals.

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