List your company
ResearchFormerly WizWand

Physical Adversarial Attack on UAV Reconnaissance Video Dataset

93.34ASRVFACamou
-0.925623.547248.0272.4928Jun 18, 2026
Updated 4mo ago

Evaluation results

MethodLinks
VFACamouVictim Model=Faster R-CNN, IoU Threshold (tau_IoU)=0.3, Confidence Threshold (tau_conf)=0.52026.0693.34
VFACamouVictim Model=Faster R-CNN, IoU Threshold (tau_IoU)=0.5, Confidence Threshold (tau_conf)=0.52026.0693.18
VFACamouVictim Model=Faster R-CNN, IoU Threshold (tau_IoU)=0.01, Confidence Threshold (tau_conf)=0.52026.0693.1
VFACamouVictim Model=Faster R-CNN, IoU Threshold (tau_IoU)=0.1, Confidence Threshold (tau_conf)=0.52026.0693.02
VFACamouVictim Model=YOLOv8, IoU Threshold (tau_IoU)=0.3, Confidence Threshold (tau_conf)=0.52026.0668.76
VFACamouVictim Model=YOLOv8, IoU Threshold (tau_IoU)=0.1, Confidence Threshold (tau_conf)=0.52026.0666.86
VFACamouVictim Model=YOLOv8, IoU Threshold (tau_IoU)=0.5, Confidence Threshold (tau_conf)=0.52026.0666.84
VFACamouVictim Model=YOLOv8, IoU Threshold (tau_IoU)=0.01, Confidence Threshold (tau_conf)=0.52026.0666.82
AdvTextureVictim Model=Faster R-CNN, IoU Threshold (tau_IoU)=0.5, Confidence Threshold (tau_conf)=0.52026.0662.2
UV-AttackVictim Model=YOLOv8, IoU Threshold (tau_IoU)=0.1, Confidence Threshold (tau_conf)=0.52026.0658.36
UV-AttackVictim Model=YOLOv8, IoU Threshold (tau_IoU)=0.01, Confidence Threshold (tau_conf)=0.52026.0658.12
UV-AttackVictim Model=YOLOv8, IoU Threshold (tau_IoU)=0.5, Confidence Threshold (tau_conf)=0.52026.0657.58
UV-AttackVictim Model=YOLOv8, IoU Threshold (tau_IoU)=0.3, Confidence Threshold (tau_conf)=0.52026.0657.5
UV-AttackVictim Model=Faster R-CNN, IoU Threshold (tau_IoU)=0.5, Confidence Threshold (tau_conf)=0.52026.0646.6
UV-AttackVictim Model=Faster R-CNN, IoU Threshold (tau_IoU)=0.3, Confidence Threshold (tau_conf)=0.52026.0645.42
UV-AttackVictim Model=Faster R-CNN, IoU Threshold (tau_IoU)=0.01, Confidence Threshold (tau_conf)=0.52026.0643.96
UV-AttackVictim Model=Faster R-CNN, IoU Threshold (tau_IoU)=0.1, Confidence Threshold (tau_conf)=0.52026.0643.28
AdvTextureVictim Model=Faster R-CNN, IoU Threshold (tau_IoU)=0.3, Confidence Threshold (tau_conf)=0.52026.0637.22
AdvYoloVictim Model=YOLOv8, IoU Threshold (tau_IoU)=0.5, Confidence Threshold (tau_conf)=0.52026.0630.42
AdvYoloVictim Model=YOLOv8, IoU Threshold (tau_IoU)=0.01, Confidence Threshold (tau_conf)=0.52026.0629.38
AdvYoloVictim Model=YOLOv8, IoU Threshold (tau_IoU)=0.3, Confidence Threshold (tau_conf)=0.52026.0629.38
AdvYoloVictim Model=YOLOv8, IoU Threshold (tau_IoU)=0.1, Confidence Threshold (tau_conf)=0.52026.0628.38
AdvTextureVictim Model=YOLOv8, IoU Threshold (tau_IoU)=0.01, Confidence Threshold (tau_conf)=0.52026.0628.06
AdvTextureVictim Model=YOLOv8, IoU Threshold (tau_IoU)=0.3, Confidence Threshold (tau_conf)=0.52026.0627.78
AdvTextureVictim Model=YOLOv8, IoU Threshold (tau_IoU)=0.5, Confidence Threshold (tau_conf)=0.52026.0626.76
AdvTextureVictim Model=YOLOv8, IoU Threshold (tau_IoU)=0.1, Confidence Threshold (tau_conf)=0.52026.0626.58
AdvTextureVictim Model=Faster R-CNN, IoU Threshold (tau_IoU)=0.1, Confidence Threshold (tau_conf)=0.52026.0612.08
AdvCamouVictim Model=YOLOv8, IoU Threshold (tau_IoU)=0.5, Confidence Threshold (tau_conf)=0.52026.0612.08
AdvCamouVictim Model=YOLOv8, IoU Threshold (tau_IoU)=0.3, Confidence Threshold (tau_conf)=0.52026.0612.04
AdvCamouVictim Model=YOLOv8, IoU Threshold (tau_IoU)=0.01, Confidence Threshold (tau_conf)=0.52026.0611.74
AdvCamouVictim Model=YOLOv8, IoU Threshold (tau_IoU)=0.1, Confidence Threshold (tau_conf)=0.52026.0611.36
AdvTextureVictim Model=Faster R-CNN, IoU Threshold (tau_IoU)=0.01, Confidence Threshold (tau_conf)=0.52026.068.12
AdvCamouVictim Model=Faster R-CNN, IoU Threshold (tau_IoU)=0.5, Confidence Threshold (tau_conf)=0.52026.063.68
AdvCamouVictim Model=Faster R-CNN, IoU Threshold (tau_IoU)=0.01, Confidence Threshold (tau_conf)=0.52026.063.64
AdvCamouVictim Model=Faster R-CNN, IoU Threshold (tau_IoU)=0.1, Confidence Threshold (tau_conf)=0.52026.063.64
AdvYoloVictim Model=Faster R-CNN, IoU Threshold (tau_IoU)=0.3, Confidence Threshold (tau_conf)=0.52026.063.5
AdvCamouVictim Model=Faster R-CNN, IoU Threshold (tau_IoU)=0.3, Confidence Threshold (tau_conf)=0.52026.063.5
AdvYoloVictim Model=Faster R-CNN, IoU Threshold (tau_IoU)=0.5, Confidence Threshold (tau_conf)=0.52026.062.72
AdvYoloVictim Model=Faster R-CNN, IoU Threshold (tau_IoU)=0.01, Confidence Threshold (tau_conf)=0.52026.062.7
AdvYoloVictim Model=Faster R-CNN, IoU Threshold (tau_IoU)=0.1, Confidence Threshold (tau_conf)=0.52026.062.7