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Most state-of-the-art computer vision models perform well on standard benchmarks but often yield suboptimal results in specialized medical imaging tasks due to high levels of noise in the data

Although computer vision has advanced significantly, most state-of-the-art models perform well on standard benchmarks but often yield suboptimal results in specialized medical imaging tasks due to the high level of noise present in the data.
Machine Learning30 Aug 2026

http://arxiv.org/abs/2608.27302v1