Performance Analysis
A Related work
In this paper, the authors define a list of properties (they refer to them as axioms).
Good Classification Measures and How to Find Them
Accuracy that was not previously used in classification literature.
A permutation-free kernel two-sample test
The kernel Maximum Mean Discrepancy (MMD) is a popular multivariate distance metric between distributions that has found utility in two-sample testing.
RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection-Supplementary Material-A Experimental Setup Implementation Details
Table 1 present the evaluation results. We also evaluate our method on the CIFAR benchmark with various model architectures. The best three results are highlighted with red, blue, and cyan. The best two results are highlighted with red and blue . Table 2 compares the performance against all the post hoc baselines.
