Statistical Validity of Neural-Net Benchmarks

Claims of better, faster or more efficient neural-net designs often hinge on low single digit percentage improvements (or less) in accuracy or speed compared to others. Current benchmark differences used for comparison have been based on a number of different metrics such as recall, the best of five...

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Bibliographic Details
Main Authors: Alain Hadges, Srikar Bellur
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Open Journal of the Computer Society
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10816528/
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