Explainability Evaluation on Husky vs. Wolf
90.6Session 1 Utility ScoreCRAFT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CRAFTCategory=Concepts2022.11 | 90.6 | 97.3 | 95.5 | 1.53 | |
| CRAFTCOCategory=Concepts, Local explanations=false2022.11 | 82.4 | 87 | 85.1 | 1.38 | |
| GradCAMCategory=Attributions2022.11 | 77.6 | 85.7 | 84.1 | 1.34 | |
| OcclusionCategory=Attributions2022.11 | 71 | 75.7 | 78.1 | 1.22 | |
| ACECategory=Concepts2022.11 | 68.8 | 71.4 | 72.7 | 1.15 | |
| SmoothGradCategory=Attributions2022.11 | 68.7 | 75.3 | 78 | 1.2 | |
| Integ.-Grad.Category=Attributions2022.11 | 67.4 | 72.8 | 73.2 | 1.15 | |
| Grad.-InputCategory=Attributions2022.11 | 65.8 | 63.3 | 67.9 | 1.06 | |
| Baseline2022.11 | 55.7 | 66.2 | 62.9 | — | |
| SaliencyCategory=Attributions2022.11 | 53.9 | 69.6 | 73.3 | 1.06 | |
| Control2022.11 | 53.3 | 61 | 61.4 | 0.95 |