XAI Faithfulness Evaluation on MIMII gearbox 1.0 (test)
0.595Spearman CorrelationOcclusion
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Occlusion2026.01 | 0.595 | 0.002 | |
| Integrated Gradients2026.01 | 0.518 | 0.003 | |
| Grad-CAM2026.01 | 0.418 | 0 | |
| SmoothGrad2026.01 | 0.332 | 0 |
| Method | Links | ||
|---|---|---|---|
| Occlusion2026.01 | 0.595 | 0.002 | |
| Integrated Gradients2026.01 | 0.518 | 0.003 | |
| Grad-CAM2026.01 | 0.418 | 0 | |
| SmoothGrad2026.01 | 0.332 | 0 |