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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. 10.

Fig. 10.

Examples of findings when ML experts validate a bird category classifier, where experts identify problematic slices where the model uses backgrounds (BG) to classify birds.