Object Detection on PASCAL VOC 2007 (val) with Certified Recall Metrics
90.591Precision @ 25% CRPatchDEMUX (Location-aware)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PatchDEMUX (Location-aware)Architecture=ViT, Certification Mode=Location-aware, Patch Attack Area=at most 2%, Computational Budget=6x6 masks2025.05 | 90.591 | 75.672 | 40.32 | 56.03 | |
| PatchDEMUX (Certified robust)Architecture=ViT, Certification Mode=Certified robust, Patch Attack Area=at most 2%, Computational Budget=6x6 masks2025.05 | 90.52 | 74.675 | 38.1 | 54.904 |