XAI Evaluation on ECSSD (test)
0.5616AreaKernelShap
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| KernelShapBackbone=ResNet-502024.11 | 0.5616 | 0.3152 | 0.2898 | 0.2977 | 0.2468 | — | |
| igBackbone=ResNet-502024.11 | 0.421 | 0.2925 | 0.4202 | 0.2102 | 0.363 | — | |
| GradientShapBackbone=ResNet-502024.11 | 0.2434 | 0.284 | 0.5911 | 0.0987 | 0.5671 | — | |
| noisetunnelBackbone=ResNet-502024.11 | 0.2164 | 0.2734 | 0.6424 | 0.1067 | 0.5913 | — | |
| limeBackbone=ResNet-502024.11 | 0.0849 | 0.1377 | 0.7157 | 0.3183 | 0.5841 | — | |
| riseBackbone=ResNet-502024.11 | 0.0823 | 0.1387 | 0.7996 | 0.3073 | 0.5045 | — | |
| Grad-CAMBackbone=ResNet-502024.11 | 0.0574 | 0.1023 | 0.8865 | 0.2694 | 0.6846 | — | |
| rexBackbone=ResNet-502024.11 | 0.0364 | 0.0405 | 0.9012 | 0.2077 | 0.5722 | — |