Kurt Metzger

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Reza Saputra (1)D. H. Apriyanti (1)A. Schuiteman (1)Ashley Field (1)Katharina Nargar (1)William Edwards (1)

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Sep 21, 2026

Reza Saputra +63w ago

Vision Transformers versus convolutional neural networks for fine-grained orchid genus identification in a species-rich, data-poor flora: a controlled benchmark on the Orchidaceae of New Guinea

General-purpose self-supervised vision models outperform specialized, domain-matched biological foundation models by over 7 macro top-1 points when classifying hyperdiverse, data-starved visual long tails.

Reza Saputra, D. H. Apriyanti, A. Schuiteman +4

Kurt Metzger

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Kurt Metzger

Publication activitypapers/week, last 8 weeks

Frequent co-authors

Papers (1)