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ResearchFormerly WizWand

Image Classification on OfficeHome RealWorld

73.77AccuracyERM
0.200419.300238.457.4998Jun 21, 2026
Updated 4mo ago

Evaluation results

MethodLinks
ERMAttack Rate=0%2026.0673.77
TentAttack Rate=0%2026.0673.36
EATAAttack Rate=0%2026.0672.91
TeSLAAttack Rate=0%2026.0672.61
Tent+MedBNAttack Rate=0%2026.0672.1
Tent+SAFER-AAttack Rate=0%2026.0671.13
TSDAttack Rate=0%2026.0669.42
Tent+SAFERAttack Rate=0%2026.0668.63
TSD+SAFER-AAttack Rate=0%2026.0665.71
PLAttack Rate=0%2026.0665.7
TSD+SAFERAttack Rate=0%2026.0663.06
Tent+SAFERAttack Rate=100%2026.0660.55
PL+SAFER-AAttack Rate=0%2026.0659.54
PL+SAFERAttack Rate=0%2026.0655.95
TSD+SAFERAttack Rate=100%2026.0648.98
Robust ERMAttack Rate=0%2026.0644.43
PL+SAFERAttack Rate=100%2026.0644.42
Robust ERMAttack Rate=100%2026.0644.28
TeSLAAttack Rate=100%2026.0641.06
Tent+SAFER-AAttack Rate=100%2026.0638.1
TSD+SAFER-AAttack Rate=100%2026.0632.64
PL+SAFER-AAttack Rate=100%2026.0620.67
EATAAttack Rate=100%2026.067.73
Tent+MedBNAttack Rate=100%2026.065.35
ERMAttack Rate=100%2026.064.32
TentAttack Rate=100%2026.064.04
PLAttack Rate=100%2026.063.37
TSDAttack Rate=100%2026.063.03