Attribution on XAI-TRIS Scenario 2 (Multiplicative/uncorrelated)
50.6PGAGOP-Global
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AGOP-Globalms/s=02026.05 | 50.6 | 33.7 | 33.1 | 45.3 | 62.1 | |
| SmoothGradms/s=1.22026.05 | 44.6 | 16.5 | 22.2 | 45.4 | 63 | |
| AGOP-Weightedms/s=1.02026.05 | 37.7 | 20.4 | 28.6 | 45.4 | 63.1 | |
| VanillaGradms/s=1.32026.05 | 30.4 | 9 | 16.7 | 46.2 | 63.4 | |
| AGOP-Localms/s=1.02026.05 | 30.4 | 9 | 16.7 | 46.2 | 63.4 | |
| IGms/s=3.32026.05 | 10 | 4.8 | 6.2 | 46 | 63.6 | |
| Randomms/s=<12026.05 | 6.7 | 6 | 6.3 | 54.7 | 58.5 | |
| GradCAMms/s=1.02026.05 | 0 | 1.4 | 2.3 | 50.4 | 59.4 | |
| GradCAM++ms/s=1.02026.05 | 0 | 5.9 | 5.1 | 53.4 | 57.6 |