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Object Detection on INRIA

64.21mAPUPC
-1.642815.453632.5549.6464Apr 24, 2026

Evaluation results

MethodLinks
UPCDetector=YOLOv42026.0464.21
UPCDetector=YOLOv3tiny2026.0463.82
UPCDetector=Faster RCNN2026.0461.87
UPCDetector=YOLOv82026.0458.91
UPCDetector=YOLOv92026.0457.63
UPCDetector=YOLOv32026.0454.4
UPCDetector=YOLOv52026.0453.67
UPCDetector=YOLOv22026.0448.62
NAPDetector=Faster RCNN2026.0442.47
AdvPatchDetector=Faster RCNN2026.0439.41
CAPDetector=Faster RCNN2026.0435.73
NAPDetector=YOLOv32026.0434.93
T-SEADetector=Faster RCNN2026.0431.16
TriPatchDetector=Faster RCNN2026.0428.4
NAPDetector=YOLOv82026.0425.47
NAPDetector=YOLOv92026.0424.12
T-SEADetector=YOLOv42026.0423.08
NAPDetector=YOLOv42026.0422.63
CAPDetector=YOLOv42026.0421.15
NAPDetector=YOLOv52026.0419.83
AdvPatchDetector=YOLOv42026.0419.67
TriPatchDetector=YOLOv42026.0418.87
AdvPatchDetector=YOLOv82026.0416.24
AdvPatchDetector=YOLOv92026.0415.78
CAPDetector=YOLOv82026.0414.67
T-SEADetector=YOLOv32026.0414.17
CAPDetector=YOLOv92026.0413.92
AdvPatchDetector=YOLOv32026.0413.89
CAPDetector=YOLOv32026.0413.52
AdvPatchDetector=YOLOv52026.0413.39
T-SEADetector=YOLOv82026.0412.35
NAPDetector=YOLOv22026.0412.06
TriPatchDetector=YOLOv32026.0411.98
T-SEADetector=YOLOv92026.0411.89
CAPDetector=YOLOv52026.0410.84
NAPDetector=YOLOv3tiny2026.0410.02
T-SEADetector=YOLOv52026.048.76
AdvPatchDetector=YOLOv3tiny2026.048.74
TriPatchDetector=YOLOv82026.047.42
TriPatchDetector=YOLOv92026.046.95
TriPatchDetector=YOLOv52026.046.19
CAPDetector=YOLOv3tiny2026.046.18
AdvPatchDetector=YOLOv22026.045.66
T-SEADetector=YOLOv3tiny2026.044.28
CAPDetector=YOLOv22026.043.25
TriPatchDetector=YOLOv3tiny2026.042.15
T-SEADetector=YOLOv22026.041.73
TriPatchDetector=YOLOv22026.040.89