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Saliency Evaluation

Python implementation for evaluating explanations presented in On the (In)fidelity and Sensitivity for Explanations published in NeurIPS 2019 for evaluating any saliency explanations.

Get Started

Run vis_mnist.ipynb to see examples of explanations in MNIST along with their sensitivity and infidelity.

Acknowledgements

We build our visualization tools based on codes available in the following repositories:

  1. https://github.com/PAIR-code/saliency
  2. https://github.com/marcoancona/DeepExplain