Performance at What Cost? A Sustainability-Aware Performance Index for Cell and Nucleus Instance Segmentation

Eiram Mahera Sheikh, Alaa Tharwat, Wolfram Schenck

Pretrained models for cell and nuclear instance segmentation differ substantially in architecture, pretraining data and objectives, parameter count, inference strategy, adaptation…