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ResearchFormerly WizWand

Image Classification on OfficeHome Art domain

56.43AccuracyTent
0.353214.911629.4744.0284Jun 21, 2026
Updated 4mo ago

Evaluation results

MethodLinks
TentAttack Rate=0%2026.0656.43
TSDAttack Rate=0%2026.0656.32
ERMAttack Rate=0%2026.0656.15
TeSLAAttack Rate=0%2026.0655.49
EATAAttack Rate=0%2026.0654.95
Tent+SAFER-AAttack Rate=0%2026.0654.73
Tent+MedBNAttack Rate=0%2026.0654.66
TSD+SAFER-AAttack Rate=0%2026.0654.58
TSD+SAFERAttack Rate=0%2026.0651.41
PLAttack Rate=0%2026.0651.22
Tent+SAFERAttack Rate=0%2026.0651.16
PL+SAFER-AAttack Rate=0%2026.0647.05
PL+SAFERAttack Rate=0%2026.0644.14
TSD+SAFERAttack Rate=100%2026.0640.98
Tent+SAFERAttack Rate=100%2026.0640.26
PL+SAFERAttack Rate=100%2026.0630.56
Robust ERMAttack Rate=0%2026.0628.8
Robust ERMAttack Rate=100%2026.0628.58
TeSLAAttack Rate=100%2026.0626.15
TSD+SAFER-AAttack Rate=100%2026.0620.31
Tent+SAFER-AAttack Rate=100%2026.0619.91
PL+SAFER-AAttack Rate=100%2026.0615.89
EATAAttack Rate=100%2026.063.98
PLAttack Rate=100%2026.063.15
ERMAttack Rate=100%2026.062.94
Tent+MedBNAttack Rate=100%2026.062.84
TentAttack Rate=100%2026.062.62
TSDAttack Rate=100%2026.062.51