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Benchmarking robustness of adaptation methods on pre-trained vision-language models

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A systematic survey of prompt engineering on vision-language foundation models

J Gu, Z Han, S Chen, A Beirami, B He, G Zhang… - ar** trustworthy multimodal intelligence. However, existing …

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Automatic benchmarking of large multimodal models via iterative experiment programming

A Conti, E Fini, P Rota, Y Wang, M Mancini… - arxiv preprint arxiv …, 2024 - arxiv.org

Assessing the capabilities of large multimodal models (LMMs) often requires the creation of
ad-hoc evaluations. Currently, building new benchmarks requires tremendous amounts of …

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Benchmarking robustness of adaptation methods on pre-trained vision-language models

A systematic survey of prompt engineering on vision-language foundation models

Automatic benchmarking of large multimodal models via iterative experiment programming