Saliency Map Faithfulness Evaluation on ILSVRC 2012 (val)
0.1336Deletion ScoreSimGrad
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SimGradModel=natural ResNet-502021.03 | 0.1336 | — | 0.2519 | |
| GradCAMModel=natural ResNet-502021.03 | 0.1232 | — | 0.5647 | |
| DeepLIFTModel=natural ResNet-502021.03 | 0.098 | — | 0.357 | |
| IntGradModel=natural ResNet-502021.03 | 0.0907 | — | 0.365 | |
| Grad-CAM2019.10 | 0.089 | 0.357 | — | |
| Grad-CAM++2019.10 | 0.082 | 0.346 | — | |
| SmGradModel=natural ResNet-502021.03 | 0.08 | — | 0.3845 | |
| Score-CAM2019.10 | 0.077 | 0.386 | — | |
| FGVisModel=natural ResNet-502021.03 | 0.0644 | — | — | |
| RelExModel=natural ResNet-502021.03 | 0.0567 | — | 0.4093 |