Metric: Insertion AUC score (MobileNetV2) (higher is better)
| # | Model↕ | Insertion AUC score (MobileNetV2)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SMDL-Attribution (ICLR version) | 0.1922 | No | Less is More: Fewer Interpretable Region via Sub... | 2024-02-14 | Code |
| 2 | HSIC-Attribution | 0.1635 | No | Making Sense of Dependence: Efficient Black-box ... | 2022-06-13 | Code |
| 3 | Grad-CAM++ | 0.1284 | No | Grad-CAM++: Improved Visual Explanations for Dee... | 2017-10-30 | Code |
| 4 | Score-CAM | 0.1195 | No | Score-CAM: Score-Weighted Visual Explanations fo... | 2019-10-03 | Code |