📊 Showing 8 results | 📏 Metric: Insertion AUC score (ResNet-101)
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| Model | Paper | Insertion AUC score (ResNet-101) | Date | Actions |
|---|---|---|---|---|
| LIME | "Why Should I Trust You?": Explaining the Predict… | 0.11 | 2016-02-16 | |
| Kernel SHAP | A Unified Approach to Interpreting Model Predicti… | 0.10 | 2017-05-22 | |
| Grad-CAM | Grad-CAM: Visual Explanations from Deep Networks … | 0.08 | 2016-10-07 | |
| Integrated Gradients | Axiomatic Attribution for Deep Networks | 0.07 | 2017-03-04 | |
| Saliency | Deep Inside Convolutional Networks: Visualising I… | 0.07 | 2013-12-20 | |
| RISE | RISE: Randomized Input Sampling for Explanation o… | 0.07 | 2018-06-19 | |
| HSIC-Attribution | Making Sense of Dependence: Efficient Black-box E… | 0.06 | 2022-06-13 | |
| SMDL-Attribution (ICLR version) | Less is More: Fewer Interpretable Region via Subm… | 0.06 | 2024-02-14 |