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. Author manuscript; available in PMC: 2025 Oct 3.
Published in final edited form as: IEEE Trans Vis Comput Graph. 2025 Oct;31(10):7436–7447. doi: 10.1109/TVCG.2025.3546644

Fig. 2.

Fig. 2.

AttributionScanner applied to the model validation of a hair color classifier trained on the CelebA dataset. (A) System Menu, enabling the selection of dataset, model, and visualization options (Layout, Confusion Matrix, Scatter Plot/Attribution Mosaic, and Contour Visibility). (B) Slice Table, showing slice metrics. (C) Attribution Mosaic, showing a visual overview of all data slices, which can also be displayed as a confusion matrix view (E). (D) Slice Detail View, showing individual images or Attribution Heatmaps belonging to a selected data slice.