Feature Attribution on CelebA-HQ 256 x 256 (test)
0.011Structure SATVGradientSHAP
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GradientSHAPMethod Type=Heuristic2026.03 | 0.011 | — | — | 0.061 | 0.188 | 1.107 | |
| Integrated GradientsMethod Type=Path-based generative2026.03 | 0.01 | 1 | 1.3 | 0.06 | 0.188 | 1.108 | |
| DDIM (Diffusion)Method Type=Path-based generative2026.03 | 0.003 | 1.047 | 2.8 | 0.147 | 0.175 | 0.897 | |
| Geodesic FlowMethod Type=Path-based generative2026.03 | 0.003 | 1.011 | 1.78 | 0.091 | 0.184 | 0.926 | |
| SmoothGradMethod Type=Heuristic2026.03 | 0.001 | — | — | 0.232 | 0.216 | 0.631 | |
| GuidedBackpropMethod Type=Heuristic2026.03 | 0.001 | — | — | 0.385 | 0.222 | 0.475 |