[Submitted on 30 Jun 2025 (v1), last revised 13 Oct 2025 (this version, v2)] View a PDF of the paper titled The Illusion of Progress? A Critical Look at Test-Time Adaptation for Vision-Language Models, by Lijun Sheng and 4 other authors View PDF HTML (experimental) Abstract:Test-time adaptation (TTA) methods have gained significant attention for enhancing the performance of vision-language models …
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