Counterfactual Explanation on MNIST (test)
99.9Validity ScoreC3LT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| C3LT2022.03 | 99.9 | 0.072 | — | — | — | |
| Adv. Attack2022.03 | 99.8 | 0.229 | — | — | — | |
| ExpGAN2022.03 | 99.7 | 0.074 | — | — | — | |
| PSCEBackbone=BNN2026.01 | 98.2 | — | 0.9768 | 28.1567 | 0.7822 | |
| SchutBackbone=BNN2026.01 | 96 | — | 1.2298 | 31.2247 | 0.9011 | |
| BayesCFBackbone=BNN2026.01 | 67.6 | — | 1.6408 | 35.7763 | 1.0191 | |
| ROARBackbone=BNN2026.01 | 52.8 | — | 1.4978 | 31.8525 | 0.875 | |
| WachterBackbone=BNN2026.01 | 47 | — | 1.5153 | 32.1812 | 1.0016 | |
| CEM2022.03 | 46.9 | 0.018 | — | — | — | |
| CVE2022.03 | 23.1 | 0.055 | — | — | — |