RISE: Randomized Input Sampling for Explanation of Black-box Models

Benchmark Model Rank Results
image-attribution-on-celebaRISE#2Insertion AUC score (ArcFace ResNet-101): 0.5703
image-attribution-on-cub-200-2011-1RISE#3Insertion AUC score (ResNet-101): 0.7193
image-attribution-on-vggface2RISE#3Insertion AUC score (ArcFace ResNet-101): 0.6530
interpretability-techniques-for-deep-learning-1RISE#1Insertion AUC score: 0.5703