Attribution Map Evaluation on XAI-TRIS Scenario 3 (Translations+Rotations uncorrelated)
97.3PGIG
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| IGms/s=3.12026.05 | 97.3 | 54 | 78.4 | 45.5 | 64.7 | |
| VanillaGradms/s=1.32026.05 | 77.4 | 22.5 | 34.8 | 45.5 | 64.4 | |
| AGOP-Localms/s=1.02026.05 | 77.4 | 22.5 | 34.8 | 45.5 | 64.4 | |
| AGOP-Weightedms/s=1.02026.05 | 76.7 | 23.3 | 35.7 | 45.5 | 64.4 | |
| SmoothGradms/s=1.22026.05 | 76.4 | 24.2 | 33.6 | 45.5 | 64.7 | |
| GradCAM++ms/s=1.12026.05 | 16.7 | 11.1 | 11.6 | 46.8 | 61.4 | |
| GradCAMms/s=1.02026.05 | 14 | 9.8 | 10.1 | 46.5 | 60.8 | |
| AGOP-Globalms/s=02026.05 | 9.8 | 8 | 7.4 | 48.8 | 55.6 | |
| Randomms/s=<12026.05 | 5.2 | 6.1 | 6.3 | 50.2 | 51.9 |