Segmentation localization on Contrast agent CT dataset
61.5Dice ScoreIG(min)
Evaluation Results
| Method | Links | |
|---|---|---|
| IG(min)Model=ResNet-50, Alteration technique=+SG²2026.06 | 61.5 | |
| IG(min)Model=ResNet-50, Alteration technique=+XRAI2026.06 | 58.9 | |
| BPModel=ResNet-50, Alteration technique=+SG²2026.06 | 57.9 | |
| BPModel=ResNet-50, Alteration technique=+XRAI2026.06 | 56.2 | |
| IG(min)Model=Xception, Alteration technique=+XRAI2026.06 | 55.2 | |
| BPModel=Xception, Alteration technique=+XRAI2026.06 | 54.8 | |
| EGModel=ResNet-50, Alteration technique=+SG²2026.06 | 53.8 | |
| IG(min)Model=ResNet-50, Alteration technique=No alter.2026.06 | 51 | |
| BPModel=ResNet-50, Alteration technique=+SG2026.06 | 47.6 | |
| BPModel=Xception, Alteration technique=+SG²2026.06 | 46 | |
| IG(min)Model=Xception, Alteration technique=+SG²2026.06 | 46 | |
| BPModel=ResNet-50, Alteration technique=No alter.2026.06 | 45.3 | |
| IG(min)Model=ResNet-50, Alteration technique=+SG2026.06 | 44.7 | |
| EGModel=ResNet-50, Alteration technique=+XRAI2026.06 | 42.1 | |
| GradCAMModel=ResNet-50, Alteration technique=+XRAI2026.06 | 38.6 | |
| GradCAMModel=Xception, Alteration technique=+XRAI2026.06 | 38.5 | |
| GradCAMModel=Xception, Alteration technique=No alter.2026.06 | 37.9 | |
| GradCAMModel=ResNet-50, Alteration technique=No alter.2026.06 | 37.7 | |
| GradCAMModel=ResNet-50, Alteration technique=+SG2026.06 | 37.5 | |
| GradCAMModel=ResNet-50, Alteration technique=+SG²2026.06 | 37.4 | |
| EGModel=ResNet-50, Alteration technique=+SG2026.06 | 36.8 | |
| IG(min)Model=Xception, Alteration technique=No alter.2026.06 | 36.1 | |
| EGModel=Xception, Alteration technique=+SG²2026.06 | 33.8 | |
| EGModel=Xception, Alteration technique=+XRAI2026.06 | 33.3 | |
| GradCAMModel=Xception, Alteration technique=+SG²2026.06 | 32.6 | |
| GradCAMModel=Xception, Alteration technique=+SG2026.06 | 32 | |
| EGModel=ResNet-50, Alteration technique=No alter.2026.06 | 31.7 | |
| BPModel=Xception, Alteration technique=No alter.2026.06 | 30.7 | |
| IG(min)Model=Xception, Alteration technique=+SG2026.06 | 23.8 | |
| BPModel=Xception, Alteration technique=+SG2026.06 | 23 | |
| EGModel=Xception, Alteration technique=No alter.2026.06 | 22.3 | |
| EGModel=Xception, Alteration technique=+SG2026.06 | 21.7 | |
| IG(max)Model=Xception, Alteration technique=+XRAI2026.06 | 17.6 | |
| DeconvModel=Xception, Alteration technique=+XRAI2026.06 | 15.8 | |
| DeconvModel=ResNet-50, Alteration technique=+XRAI2026.06 | 13.6 | |
| IG(max)Model=ResNet-50, Alteration technique=+XRAI2026.06 | 12.7 | |
| IG(max)Model=Xception, Alteration technique=No alter.2026.06 | 12.2 | |
| DeconvModel=Xception, Alteration technique=No alter.2026.06 | 9.9 | |
| IG(max)Model=ResNet-50, Alteration technique=No alter.2026.06 | 8.5 | |
| DeconvModel=ResNet-50, Alteration technique=No alter.2026.06 | 8.3 | |
| RandomModel=ResNet-50, Alteration technique=No alter.2026.06 | 7.5 | |
| RandomModel=Xception, Alteration technique=No alter.2026.06 | 7.4 |