XAI Faithfulness (Deletion) on COCO (val)
49.697AUCDeepLIFT*
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DeepLIFT*Target Model=ResNet-50, Protocol=Postprocessing-based2023.05 | 49.697 | 0 | |
| IntGrad*Target Model=ResNet-50, Protocol=Postprocessing-based2023.05 | 38.148 | 0 | |
| GradSHAP*Target Model=ResNet-50, Protocol=Postprocessing-based2023.05 | 35.302 | 0.173 | |
| GradSHAPTarget Model=ResNet-50, Protocol=Superpixel-based2023.05 | 34.038 | 0.144 | |
| IntGradTarget Model=ResNet-50, Protocol=Superpixel-based2023.05 | 30.074 | 0 | |
| FeatAblTarget Model=ResNet-50, Protocol=Superpixel-based2023.05 | 26.535 | 0 | |
| KernelSHAPTarget Model=ResNet-50, Protocol=Superpixel-based2023.05 | 20.054 | 0.04 | |
| LIMETarget Model=ResNet-50, Protocol=Superpixel-based2023.05 | 17.337 | 0.049 | |
| DeepLIFTTarget Model=ResNet-50, Protocol=Superpixel-based2023.05 | 17.026 | 0 | |
| EACTarget Model=ResNet-50, Protocol=Superpixel-based2023.05 | 16.64 | 0.041 |