XAI Faithfulness Evaluation on MIMII valve 1.0 (test)
0.751Spearman CorrelationSmoothGrad
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SmoothGrad2026.01 | 0.751 | 0.542 | |
| Occlusion2026.01 | 0.726 | 0 | |
| Integrated Gradients2026.01 | 0.353 | 0 | |
| Grad-CAM2026.01 | 0.209 | 0.002 |
| Method | Links | ||
|---|---|---|---|
| SmoothGrad2026.01 | 0.751 | 0.542 | |
| Occlusion2026.01 | 0.726 | 0 | |
| Integrated Gradients2026.01 | 0.353 | 0 | |
| Grad-CAM2026.01 | 0.209 | 0.002 |