ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design

Pascal Notin, Aaron Kollasch, Daniel Ritter, Lood van Niekerk, Steffanie Paul, Han Spinner, Nathan J. Rollins, Ada Shaw, Rose Orenbuch, Ruben Weitzman, Jonathan Frazer, Mafalda Dias, Dinko Franceschi, Yarin Gal, Debora S. Marks. ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

@inproceedings{NotinKRNPSRSOWF23,
  title = {ProteinGym: Large-Scale Benchmarks for Protein Fitness Prediction and Design},
  author = {Pascal Notin and Aaron Kollasch and Daniel Ritter and Lood van Niekerk and Steffanie Paul and Han Spinner and Nathan J. Rollins and Ada Shaw and Rose Orenbuch and Ruben Weitzman and Jonathan Frazer and Mafalda Dias and Dinko Franceschi and Yarin Gal and Debora S. Marks},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/cac723e5ff29f65e3fcbb0739ae91bee-Abstract-Datasets_and_Benchmarks.html},
  researchr = {https://researchr.org/publication/NotinKRNPSRSOWF23},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023},
  editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine},
}