Image Attribution On Celeba
Metrics
Deletion AUC score (ArcFace ResNet-101)
Insertion AUC score (ArcFace ResNet-101)
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | Deletion AUC score (ArcFace ResNet-101) | Insertion AUC score (ArcFace ResNet-101) |
|---|---|---|
| less-is-more-fewer-interpretable-region-via | 0.1054 | 0.5752 |
| grad-cam-visual-explanations-from-deep | 0.2865 | 0.3721 |
| axiomatic-attribution-for-deep-networks | 0.0680 | 0.3578 |
| deep-inside-convolutional-networks | 0.1453 | 0.4632 |
| rise-randomized-input-sampling-for | 0.1444 | 0.5703 |
| making-sense-of-dependence-efficient-black | 0.1151 | 0.5692 |
| why-should-i-trust-you-explaining-the | 0.1484 | 0.5246 |
| a-unified-approach-to-interpreting-model | 0.1409 | 0.5246 |