Counterfactual Explanation Generation on Fashion-MNIST (test)
163Image Metric 1CEM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CEM2022.03 | 163 | 26 | 96.87 | 91.71 | — | — | |
| Adv. Attack2022.03 | 134 | 36.5 | 140.28 | 157.27 | — | — | |
| CVE2022.03 | 124 | 37 | 83.77 | 72.71 | — | — | |
| ExpGAN2022.03 | 77 | 14 | 76.52 | 70.44 | — | — | |
| C3LT2022.03 | 74 | 9.3 | 62.31 | 52.71 | — | — | |
| Original Data2022.03 | 58 | 12 | 16.26 | 0.03 | — | — | |
| Adv. Attack2022.03 | — | — | — | — | 0.196 | 1 | |
| C3LT2022.03 | — | — | — | — | 0.116 | 1 | |
| CEM2022.03 | — | — | — | — | 0.013 | 0.62 | |
| CVE2022.03 | — | — | — | — | 0.054 | 0.145 | |
| ExpGAN2022.03 | — | — | — | — | 0.135 | 0.998 |