Interpretability Evaluation on ImageNet Inception-v3
93CoverageEDDP-C
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| EDDP-CI=20482025.09 | 93 | 3.98 | 75 | 16 | 24 | 38 | 7.09 | 92.67 | 31.18 | 5 | 94 | |
| EDDP-UI=17922025.09 | 90 | 2.96 | 86 | 33 | 43 | 58 | 6.77 | 210.44 | 25.77 | 13 | 93 | |
| EDDP-UI=15362025.09 | 87 | 2.41 | 84 | 28 | 38 | 53 | 6.79 | 156.46 | 28.03 | 11 | 93 | |
| EDDP-CI=17922025.09 | 86 | 2.19 | 89 | 24 | 36 | 62 | 6.92 | 174 | 24.69 | 10 | 94 | |
| EDDP-UI=20482025.09 | 86 | 2.36 | 85 | 31 | 40 | 54 | 6.95 | 170.81 | 32.13 | 9 | 94 | |
| EDDP-CI=15362025.09 | 85 | 1.9 | 86 | 23 | 33 | 58 | 6.87 | 125.64 | 27.46 | 8 | 94 | |
| PCAI=20482025.09 | 71 | 42.35 | 26 | 12 | 16 | 17 | 7.38 | 69.87 | 4.24 | 3 | 95 | |
| PCAI=15362025.09 | 70 | 32.29 | 26 | 12 | 16 | 17 | 7.39 | 54.5 | 4.19 | 4 | 95 | |
| NMFI=15362025.09 | 70 | 9.26 | 53 | 16 | 24 | 28 | 7.24 | 70.68 | 14.92 | 5 | 95 | |
| PCAI=17922025.09 | 68 | 33.26 | 28 | 12 | 17 | 17 | 7.39 | 59.18 | 4.1 | 3 | 95 | |
| NMFI=17922025.09 | 64 | 7.71 | 60 | 16 | 25 | 32 | 7.29 | 72.86 | 15.86 | 4 | 95 | |
| NaturalI=20482025.09 | 63 | 10.29 | 58 | 17 | 25 | 31 | 7.35 | 84.62 | 14.27 | 4 | 95 |