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Importantly, we provide an "application-specific benchmark", with the goal of benchmarking novel algorithms directly in the context of the final use case (e.g., individual feeding rate + paired co-occurrence rate in this case). We discussed this concept here: arxiv.org/abs/2505.02825
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Computer vision methods have demonstrated considerable potential to streamline ecological and biological workflows, with a growing number of datasets and models becoming available to the research comm...
arxiv.org
Towards Application-Specific Evaluation of Vision Models: Case Studies in Ecology and Biology
Alex Chan