Explainability on Fashion MNIST
0.215Fidelity (Uniform)GradCam
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GradCamModel Type=OTNN2022.06 | 0.215 | 0.161 | — | — | |
| SaliencyModel Type=OTNN2022.06 | 0.156 | 0.246 | 0.59 | 0.0075 | |
| SmoothGradModel Type=OTNN2022.06 | 0.114 | 0.332 | 0.55 | — | |
| GradCamModel Type=Unconstrained2022.06 | 0.02 | 0.046 | — | — | |
| SaliencyModel Type=Unconstrained2022.06 | -0.001 | 0.034 | 0.91 | 0.07 | |
| SmoothGradModel Type=Unconstrained2022.06 | -0.001 | 0.052 | 0.82 | — | |
| Integ. Grad.Model Type=OTNN2022.06 | -0.005 | 0.543 | 0.61 | — | |
| Grad. InputModel Type=Unconstrained2022.06 | -0.009 | 0.079 | — | — | |
| Integ. Grad.Model Type=Unconstrained2022.06 | -0.013 | 0.134 | 0.79 | — | |
| Grad. InputModel Type=OTNN2022.06 | -0.017 | 0.479 | — | — |