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

Tim Treis, Nikita Moshkov, Johan Fredin Haslum +2

Vision encoders for Cell Painting are typically ranked by a single evaluation, commonly replicate mean average precision (mAP). We introduce CP-BG-Bench, a paired-view evaluation f…