Explainability Evaluation on Leaves
86.2Session 1CRAFT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CRAFTCategory=Concepts2022.11 | 86.2 | 86.6 | 85.5 | 1.15 | |
| SaliencyCategory=Attributions2022.11 | 83.2 | 88.7 | 82.4 | 1.13 | |
| SmoothGradCategory=Attributions2022.11 | 83 | 85.7 | 86.3 | 1.13 | |
| Integ.-Grad.Category=Attributions2022.11 | 82.5 | 82.5 | 85.3 | 1.11 | |
| GradCAMCategory=Attributions2022.11 | 81.9 | 83.5 | 82.4 | 1.1 | |
| ACECategory=Concepts2022.11 | 79.8 | 73.8 | 82.1 | 1.05 | |
| OcclusionCategory=Attributions2022.11 | 78.8 | 86.1 | 82.9 | 1.1 | |
| CRAFTCOCategory=Concepts, Local explanations=false2022.11 | 78.8 | 85.5 | 89.4 | 1.12 | |
| Grad.-InputCategory=Attributions2022.11 | 76.5 | 82.9 | 79.5 | 1.05 | |
| Control2022.11 | 72 | 78 | 80.2 | 1.02 | |
| Baseline2022.11 | 70.1 | 76.8 | 78.6 | — |