Feature Attribution Evaluation on Diabetic Retinopathy (DR) 165 sample images (val)
86.3AUCGIG(20)
Evaluation results
| Method | Links | |
|---|---|---|
| GIG(20)Backbone=Inception-v42021.06 | 86.3 | |
| Smoothgrad + GIG(20)Backbone=Inception-v42021.06 | 84.5 | |
| GradCAMBackbone=Inception-v42021.06 | 83.7 | |
| IGBackbone=Inception-v42021.06 | 83.3 | |
| Smoothgrad + GIG(0)Backbone=Inception-v42021.06 | 83.2 | |
| XRAI + GIG(20)Backbone=Inception-v42021.06 | 83.1 | |
| Blur IGBackbone=Inception-v42021.06 | 83 | |
| Smoothgrad + IGBackbone=Inception-v42021.06 | 82.1 | |
| GradientsBackbone=Inception-v42021.06 | 80.1 | |
| XRAI + IGBackbone=Inception-v42021.06 | 79.3 | |
| EdgeBackbone=Inception-v42021.06 | 64.3 | |
| XRAI + GIG(0)Backbone=Inception-v42021.06 | 63 | |
| GIG(0)Backbone=Inception-v42021.06 | 61.9 |