ApisTox: a new benchmark dataset for the classification of small molecules toxicity on honey bees

arXiv:2404.16196v1 Announce Type: cross
Abstract: The global decline in bee populations poses significant risks to agriculture, biodiversity, and environmental stability. To bridge the gap in existing data, we introduce ApisTox, a comprehensive dataset focusing on the toxicity of pesticides to honey bees (Apis mellifera). This dataset combines and leverages data from existing sources such as ECOTOX and PPDB, providing an extensive, consistent, and curated collection that surpasses the previous datasets. ApisTox incorporates a wide array of data, including toxicity levels …

abstract agriculture apis arxiv bees benchmark biodiversity bridge classification cs.ai cs.lg data dataset environmental gap global molecules q-bio.bm q-bio.qm risks small stability toxicity type