Axiomatic Attribution for Deep Networks

Benchmark Model Rank Results
image-attribution-on-celebaIntegrated Gradients#8Insertion AUC score (ArcFace ResNet-101): 0.3578
image-attribution-on-cub-200-2011-1Integrated Gradients#8Insertion AUC score (ResNet-101): 0.0422
image-attribution-on-vggface2Integrated Gradients#7Insertion AUC score (ArcFace ResNet-101): 0.5399
interpretability-techniques-for-deep-learning-1Integrated Gradients#7Insertion AUC score: 0.3578