JUMP-CP
A large-scale Cell Painting cell imaging collaboration and public dataset for morphological profiling, composed of multiple experimental batches and diverse data sources, widely used in gene function annotation and phenotypic screening research.
Timeline (last 90 days)
BatchBench is a public leaderboard based on the JUMP-CP dataset that specifically evaluates the robustness of biomedical image models on unseen experimental batches and data sources.
JUMP-CP (Joint Undertaking for Morphological Profiling–Cell Painting) is one of the largest publicly available biomedical image datasets.
The JUMP-CP dataset is generated by the Cell Painting assay, which simultaneously stains different organelles of cells with multiple fluorescent dyes to capture morphological information.
JUMP-CP naturally contains strong batch effects and domain shifts, being composed of multiple experimental batches and different data sources.
All Facts (4)
BatchBench is a public leaderboard based on the JUMP-CP dataset that specifically evaluates the robustness of biomedical image models on unseen experimental batches and data sources.
50%UnverifiedJUMP-CP (Joint Undertaking for Morphological Profiling–Cell Painting) is one of the largest publicly available biomedical image datasets.
50%UnverifiedThe JUMP-CP dataset is generated by the Cell Painting assay, which simultaneously stains different organelles of cells with multiple fluorescent dyes to capture morphological information.
50%UnverifiedJUMP-CP naturally contains strong batch effects and domain shifts, being composed of multiple experimental batches and different data sources.
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