Counterfactual Explanation on ImageNet (Cheetah - Cougar)
17.2FIDRCSB
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RCSB2026.02 | 17.2 | 26.6 | 0.92 | 0.92 | 100 | |
| MaskDiME2026.02 | 37.4 | 46.3 | 0.93 | 0.92 | 100 | |
| DVCE2026.02 | 46.9 | 54.1 | 0.7 | 0.49 | 99 | |
| ACEDistance loss=l12023.03 | 70.2 | 100.5 | 0.9085 | 0.0192 | 77 | |
| ACEpenalty=l12026.02 | 70.2 | 100.5 | 0.91 | 0.02 | 77 | |
| LDCEmode=cls2026.02 | 71 | 91.8 | 0.62 | 0.51 | 100 | |
| ACEDistance loss=l22023.03 | 74.1 | 102.5 | 0.8785 | 0.1203 | 95 | |
| ACEpenalty=l22026.02 | 74.1 | 102.5 | 0.88 | 0.12 | 95 | |
| LDCEmode=txt2026.02 | 91.2 | 117 | 0.59 | 0.34 | 98 | |
| FastDiME2026.02 | 133 | 141.1 | 0.12 | -0.11 | 18 | |
| DiME2026.02 | 268.2 | 292 | 0.11 | -0.16 | 0 |