Feature Attribution on CIFAR10
0.003INFDSHAP
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SHAP2022.01 | 0.003 | 1.376 | 0.398 | 0.512 | — | |
| LINEXPerturbation Scheme=real2022.01 | 0.09 | 0.279 | 0.006 | 0.679 | — | |
| LINEXvariant=real2022.01 | 0.09 | 0.279 | 0.006 | 0.679 | — | |
| MeLIME2022.01 | 0.1 | 0.412 | 0.014 | 0.546 | — | |
| MeLIME2022.01 | 0.1 | 0.412 | 0.014 | 0.546 | — | |
| NBvariant=real2022.01 | 0.103 | 0.398 | 0.014 | 0.546 | — | |
| S-LIME2022.01 | 0.185 | — | — | — | — | |
| S-LIME2022.01 | 0.185 | — | — | — | — | |
| LINEXPerturbation Scheme=rand2022.01 | 0.186 | — | — | — | — | |
| LINEXvariant=rand2022.01 | 0.186 | — | — | — | — | |
| LIME2022.01 | 0.191 | — | — | — | — | |
| LIME2022.01 | 0.191 | — | — | — | — | |
| NBvariant=rand2022.01 | 0.208 | — | — | — | — |