Explainability Evaluation on Kit Fox vs. Red Fox
0.617Session 1 Utility ScoreSaliency
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SaliencyCategory=Attributions2022.11 | 0.617 | 0.602 | 0.582 | 1 | |
| Control2022.11 | 0.607 | 0.592 | 0.485 | 0.94 | |
| Integ.-Grad.Category=Attributions2022.11 | 0.594 | 0.583 | 0.583 | 0.98 | |
| Baseline2022.11 | 0.588 | 0.622 | 0.588 | — | |
| CRAFTCategory=Concepts2022.11 | 0.565 | 0.506 | 0.494 | 0.87 | |
| CRAFTCOCategory=Concepts, Local explanations=false2022.11 | 0.555 | 0.495 | 0.533 | 0.88 | |
| GradCAMCategory=Attributions2022.11 | 0.544 | 0.525 | 0.541 | 0.9 | |
| OcclusionCategory=Attributions2022.11 | 0.51 | 0.602 | 0.551 | 0.92 | |
| SmoothGradCategory=Attributions2022.11 | 0.503 | 0.55 | 0.614 | 0.93 | |
| Grad.-InputCategory=Attributions2022.11 | 0.5 | 0.576 | 0.626 | 0.95 | |
| ACECategory=Concepts2022.11 | 0.484 | 0.465 | 0.461 | 0.78 |