Object Detection on LINZ (test)
98.3AP50Normal
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| NormalTarget Detector=Faster-RCNN, Attack Strategy=image-level2026.03 | 98.3 | — | — | |
| NormalTarget Detector=Faster-RCNN, Attack Strategy=scene-level2026.03 | 98.3 | — | — | |
| NormalTarget Detector=ViTDet, Attack Strategy=image-level2026.03 | 97.8 | — | — | |
| NormalTarget Detector=ViTDet, Attack Strategy=scene-level2026.03 | 97.8 | — | — | |
| AdvCAMTarget Detector=Faster-RCNN, Attack Strategy=image-level2026.03 | 90.5 | 0.968 | 21.8 | |
| AdvCAMTarget Detector=Faster-RCNN, Attack Strategy=scene-level2026.03 | 88.6 | 0.963 | 21.8 | |
| AdvCAMTarget Detector=ViTDet, Attack Strategy=image-level2026.03 | 84.1 | 0.964 | 21.8 | |
| AdvCAMTarget Detector=ViTDet, Attack Strategy=scene-level2026.03 | 80.8 | 0.963 | 21.8 | |
| Diff-PGDTarget Detector=Faster-RCNN, Attack Strategy=image-level2026.03 | 73.2 | 0.966 | 32 | |
| Diff-PGDTarget Detector=Faster-RCNN, Attack Strategy=scene-level2026.03 | 66.4 | 0.959 | 32 | |
| Diff-PGDTarget Detector=ViTDet, Attack Strategy=image-level2026.03 | 62.3 | 0.961 | 32.4 | |
| Diff-PGDTarget Detector=ViTDet, Attack Strategy=scene-level2026.03 | 59.6 | 0.96 | 32.4 | |
| CtrlCamoTarget Detector=Faster-RCNN, Attack Strategy=scene-level2026.03 | 27.5 | 0.961 | 7 | |
| CtrlCamoTarget Detector=Faster-RCNN, Attack Strategy=image-level2026.03 | 18.3 | 0.972 | 7 | |
| CtrlCamoTarget Detector=ViTDet, Attack Strategy=image-level2026.03 | 13.7 | 0.972 | 7.67 | |
| CtrlCamoTarget Detector=ViTDet, Attack Strategy=scene-level2026.03 | 11.1 | 0.964 | 7.67 |