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. Author manuscript; available in PMC: 2022 May 20.
Published in final edited form as: Nat Mach Intell. 2019 May 13;1(5):206–215. doi: 10.1038/s42256-019-0048-x

Figure 2:

Figure 2:

Saliency does not explain anything except where the network is looking. We have no idea why this image is labeled as either a dog or a musical instrument when considering only saliency. The explanations look essentially the same for both classes. Figure credit: Chaofan Chen and [28].