Feature Attribution on CIFAR-10 32 x 32 (test)
0.669Structure SATVGradientSHAP
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GradientSHAPMethod Type=Heuristic2026.03 | 0.669 | — | — | 0.116 | 0.691 | 1.978 | |
| Integrated GradientsMethod Type=Path-based generative2026.03 | 0.643 | 1 | 1 | 0.114 | 0.67 | 1.931 | |
| DDIM (Diffusion)Method Type=Path-based generative2026.03 | 0.073 | 1.059 | 3.1 | 0.119 | 0.444 | 1.36 | |
| Geodesic FlowMethod Type=Path-based generative2026.03 | 0.062 | 1.023 | 0.005 | 0.119 | 0.456 | 1.311 | |
| GuidedBackpropMethod Type=Heuristic2026.03 | 0.04 | — | — | 0.439 | 0.966 | 1.627 | |
| SmoothGradMethod Type=Heuristic2026.03 | 0.022 | — | — | 0.363 | 0.525 | 1.216 |