Feature Attribution on MS-CXR image (test)
0.0055Confidence Drop (%)M2IB (Ours)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| M2IB (Ours)2023.12 | 0.0055 | 0.4592 | 0.387 | 0.2259 | |
| Saliency2023.12 | 0.0081 | 0.3508 | 0.2546 | 0.216 | |
| Chefer et al.2023.12 | 0.0187 | 0.2144 | 0.2442 | 0.2165 | |
| KS2023.12 | 0.0237 | 0.1024 | 0.1267 | 0.0777 | |
| GradCAM2023.12 | 0.0276 | 0.1264 | 0.0556 | — | |
| RISE2023.12 | 0.0394 | 0.0728 | 0.1679 | 0.1097 |