Explainability on Cat vs Dog
0.101Fidelity (Uniform)GradCam
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GradCamModel Type=OTNN2022.06 | 0.101 | 0.136 | — | — | |
| SaliencyModel Type=OTNN2022.06 | 0.091 | 0.121 | 0.58 | 0 | |
| SaliencyModel Type=Unconstrained2022.06 | 0.08 | 0.079 | 0.69 | 0 | |
| GradCamModel Type=Unconstrained2022.06 | 0.052 | 0.049 | — | — | |
| Integ. Grad.Model Type=Unconstrained2022.06 | 0.024 | 0.027 | 0.76 | — | |
| Integ. Grad.Model Type=OTNN2022.06 | 0.022 | 0.037 | 0.61 | — | |
| Grad. InputModel Type=OTNN2022.06 | 0.013 | 0.019 | — | — | |
| SmoothGradModel Type=OTNN2022.06 | 0.012 | 0.011 | 0.64 | — | |
| Grad. InputModel Type=Unconstrained2022.06 | 0.009 | 0.004 | — | — | |
| SmoothGradModel Type=Unconstrained2022.06 | -0.004 | -0.004 | 0.82 | — |