A reproduction of Wang and Wang's class-contrastive explanation method confirms the main quantitative claims, fails to reproduce the heatmap visualizations, and extends the method to XGradCAM, FullGrad, and Vision Transformers.
PyTorch library for CAM methods
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Reproducibility review of "Why Not Other Classes": Towards Class-Contrastive Back-Propagation Explanations
A reproduction of Wang and Wang's class-contrastive explanation method confirms the main quantitative claims, fails to reproduce the heatmap visualizations, and extends the method to XGradCAM, FullGrad, and Vision Transformers.