Evaluate the effectiveness given ID test data
Evaluate the effectiveness given ID test data
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Fig.1 Spearman's rank-order correlation coefficient of ranking results based on the clean accuracy. The shaded area represents the standard deviation. The higher the better.
Fig.2 Kendall's tau of ranking results based on the clean accuracy.Â
Table 2 p-value of the analysis of Spearman's Rank-Order Correlation and Kendall's tau Rank Correlation of ranking results based on the clean accuracy. For Random, SDS, and CES, we report the minimum and maximum over all labeling budgets.
Table 3 Jaccard similarity of ranking the top-k DNNs based on the clean accuracy. For Random, SDS, and CES, we report the average results over all labeling budgets. The best performance is highlighted in gray. The higher the better.
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