ESPer

This is the code base for the 'Ecologically sustainable benchmarking of AI models for histopathology' submission.

Model CLAM was implemented using the official repository.

For feature extraction, we use the pretrained model and follow the instructions published here (https://github.com/Xiyue-Wang/RetCCL)

For CO_{2}eq and power measurements, a custom fork of the experimental-impact-tracker was used.

An example for ESPer score calculation for RCC task is included in in esper.ipynb.