DataPerf: Benchmarks for Data-Centric AI Development
Mark Mazumder Colby Banbury Xiaozhe Yao Bojan Karlaš William A Gaviria Rojas Sudnya Diamos Greg Diamos Lynn He Alicia Parrish Hannah Rose Kirk Jessica Quaye Charvi Rastogi Douwe Kiela David Jurado David Kanter Rafael Mosquera Will Cukierski Juan Ciro Lora Aroyo Bilge Acun Lingjiao Chen Mehul Smriti Raje Max Bartolo Sabri Eyuboglu Amirata Ghorbani Emmett Daniel Goodman Addison Howard Oana Inel Tariq Kane Christine Kirkpatrick D. Sculley Tzu-Sheng Kuo Jonas Mueller Tristan Thrush Joaquin Vanschoren Margaret Warren Adina Williams Serena Yeung Newsha Ardalani Praveen Paritosh Ce Zhang James Y. Zou Carole-Jean Wu Cody Coleman Andrew Ng Peter Mattson Vijay Janapa Reddi