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. 2023 Nov 3;12(11):8. doi: 10.1167/tvst.12.11.8

Table 5.

Comparison of Feature Spread (t-SNE Covariance Trace) and Similarity (Wasserstein Distance) between the Union of Public Data Sets and RWD Using Off-the-Shelf ResNet-50 Model

Between Data Sets Within Data Sets
Metrics Publictr RWDtr Publicte RWDte Publictr Publicte RWDtr RWDte
Feature spread (covariance trace) 0.108 0.108 0.110 0.104 0.108 0.110 0.108 0.104
Feature similarity (Wasserstein distance) 15.8 27.1 0.003 0.003

te, test set; tr, train set.