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AI Benchmarking as Competitive Sport by abhyanandsharma827 is a document available to read on EtoBox.
What is AI Benchmarking as Competitive Sport about?
The paper examines the evolution of benchmarking practices in artificial intelligence (AI) research, highlighting how benchmark datasets have become essential for evaluating AI systems. It discusses three pivotal historical moments that shaped the competitive culture of machine learning: the sharing of Highleyman’s OCR dataset in the 1960s, the establishment of the Common Task Framework in the 1980s, and the Netflix Prize competition in the 2000s. The authors argue that while benchmarking is crucial for mea
- Author
- abhyanandsharma827
- Language
- EN