Author

Johan Fredin Haslum

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#machine learning Preprint Sep 2026

Same Encoder, Different Winner: A Paired-View Framework for Cell Painting Encoder Evaluation

CP-BG-Bench is introduced, a paired-view evaluation framework that holds the central cell fixed across four matched views, ablating or augmenting surrounding pixels as a controlled intervention.

Tim Treis, Nikita Moshkov, Johan Fredin Haslum et al. · 0 citations