Object Detection on INRIA
64.21mAPUPC
Evaluation Results
| Method | Links | |
|---|---|---|
| UPCDetector=YOLOv42026.04 | 64.21 | |
| UPCDetector=YOLOv3tiny2026.04 | 63.82 | |
| UPCDetector=Faster RCNN2026.04 | 61.87 | |
| UPCDetector=YOLOv82026.04 | 58.91 | |
| UPCDetector=YOLOv92026.04 | 57.63 | |
| UPCDetector=YOLOv32026.04 | 54.4 | |
| UPCDetector=YOLOv52026.04 | 53.67 | |
| UPCDetector=YOLOv22026.04 | 48.62 | |
| NAPDetector=Faster RCNN2026.04 | 42.47 | |
| AdvPatchDetector=Faster RCNN2026.04 | 39.41 | |
| CAPDetector=Faster RCNN2026.04 | 35.73 | |
| NAPDetector=YOLOv32026.04 | 34.93 | |
| T-SEADetector=Faster RCNN2026.04 | 31.16 | |
| TriPatchDetector=Faster RCNN2026.04 | 28.4 | |
| NAPDetector=YOLOv82026.04 | 25.47 | |
| NAPDetector=YOLOv92026.04 | 24.12 | |
| T-SEADetector=YOLOv42026.04 | 23.08 | |
| NAPDetector=YOLOv42026.04 | 22.63 | |
| CAPDetector=YOLOv42026.04 | 21.15 | |
| NAPDetector=YOLOv52026.04 | 19.83 | |
| AdvPatchDetector=YOLOv42026.04 | 19.67 | |
| TriPatchDetector=YOLOv42026.04 | 18.87 | |
| AdvPatchDetector=YOLOv82026.04 | 16.24 | |
| AdvPatchDetector=YOLOv92026.04 | 15.78 | |
| CAPDetector=YOLOv82026.04 | 14.67 | |
| T-SEADetector=YOLOv32026.04 | 14.17 | |
| CAPDetector=YOLOv92026.04 | 13.92 | |
| AdvPatchDetector=YOLOv32026.04 | 13.89 | |
| CAPDetector=YOLOv32026.04 | 13.52 | |
| AdvPatchDetector=YOLOv52026.04 | 13.39 | |
| T-SEADetector=YOLOv82026.04 | 12.35 | |
| NAPDetector=YOLOv22026.04 | 12.06 | |
| TriPatchDetector=YOLOv32026.04 | 11.98 | |
| T-SEADetector=YOLOv92026.04 | 11.89 | |
| CAPDetector=YOLOv52026.04 | 10.84 | |
| NAPDetector=YOLOv3tiny2026.04 | 10.02 | |
| T-SEADetector=YOLOv52026.04 | 8.76 | |
| AdvPatchDetector=YOLOv3tiny2026.04 | 8.74 | |
| TriPatchDetector=YOLOv82026.04 | 7.42 | |
| TriPatchDetector=YOLOv92026.04 | 6.95 | |
| TriPatchDetector=YOLOv52026.04 | 6.19 | |
| CAPDetector=YOLOv3tiny2026.04 | 6.18 | |
| AdvPatchDetector=YOLOv22026.04 | 5.66 | |
| T-SEADetector=YOLOv3tiny2026.04 | 4.28 | |
| CAPDetector=YOLOv22026.04 | 3.25 | |
| TriPatchDetector=YOLOv3tiny2026.04 | 2.15 | |
| T-SEADetector=YOLOv22026.04 | 1.73 | |
| TriPatchDetector=YOLOv22026.04 | 0.89 |