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Robin Zbinden

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#machine learning Preprint Sep 2026

SAGE: A sampling-aware global evaluation benchmark for species distribution modeling

A Sampling-Aware Global Evaluation (SAGE) benchmark is introduced, combining GBIF records for training with sPlotOpen vegetation plots for presence-absence evaluation across 5771 plant species, and an evaluation framework that groups species based on two properties, sampling effort and relative prevalence is proposed.

Emilia Arens, Nina Van Tiel, Robin Zbinden et al. · 0 citations

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