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ResearchFormerly WizWand

Non-targeted Black-box Adversarial Attack on Places365

2.385Average L2 NormLGC
1.572167.0588312.545518.03217May 29, 2026
Updated 5mo ago

Evaluation results

MethodLinks
LGCBackbone=DenseNet161, Query Budget=10000 QUE2026.052.3851.757
LGCBackbone=ResNet50, Query Budget=10000 QUE2026.052.4011.955
LGC-HBackbone=ResNet50, Query Budget=10000 QUE2026.052.4651.996
LGC-HBackbone=DenseNet161, Query Budget=10000 QUE2026.052.541.879
LGCBackbone=ResNet50, Query Budget=5000 QUE2026.052.8922.232
LGCBackbone=DenseNet161, Query Budget=5000 QUE2026.052.9072.08
LGC-HBackbone=ResNet50, Query Budget=5000 QUE2026.053.0692.382
LGC-HBackbone=DenseNet161, Query Budget=5000 QUE2026.053.152.245
LGCBackbone=ResNet50, Query Budget=2500 QUE2026.053.9062.914
LGCBackbone=DenseNet161, Query Budget=2500 QUE2026.054.0622.806
LGC-HBackbone=ResNet50, Query Budget=2500 QUE2026.054.3513.286
LGC-HBackbone=DenseNet161, Query Budget=2500 QUE2026.054.4933.031
HSJABackbone=ResNet50, Query Budget=10000 QUE2026.055.7995.365
HSJABackbone=DenseNet161, Query Budget=10000 QUE2026.055.9165.127
CGBABackbone=DenseNet161, Query Budget=10000 QUE2026.056.5893.913
LGCBackbone=ResNet50, Query Budget=1000 QUE2026.056.9385.079
CGBABackbone=ResNet50, Query Budget=10000 QUE2026.057.1634.578
LGCBackbone=DenseNet161, Query Budget=1000 QUE2026.057.1845.133
LGC-HBackbone=ResNet50, Query Budget=1000 QUE2026.057.3935.542
LGC-HBackbone=DenseNet161, Query Budget=1000 QUE2026.057.6865.355
CGBA-HBackbone=DenseNet161, Query Budget=10000 QUE2026.057.7454.171
HSJABackbone=ResNet50, Query Budget=5000 QUE2026.057.9837.089
CGBA-HBackbone=ResNet50, Query Budget=10000 QUE2026.057.9995.356
HSJABackbone=DenseNet161, Query Budget=5000 QUE2026.058.2446.877
Sign OPTBackbone=DenseNet161, Query Budget=10000 QUE2026.058.8838.014
CGBABackbone=DenseNet161, Query Budget=5000 QUE2026.059.35.912
Sign OPTBackbone=ResNet50, Query Budget=10000 QUE2026.059.5888.993
CGBABackbone=ResNet50, Query Budget=5000 QUE2026.059.7046.804
CGBA-HBackbone=DenseNet161, Query Budget=5000 QUE2026.0510.6146.827
HSJABackbone=ResNet50, Query Budget=2500 QUE2026.0510.9079.385
CGBA-HBackbone=ResNet50, Query Budget=5000 QUE2026.0510.9098.001
HSJABackbone=DenseNet161, Query Budget=2500 QUE2026.0511.1749.292
Sign OPTBackbone=DenseNet161, Query Budget=5000 QUE2026.0511.88510.975
CGBABackbone=ResNet50, Query Budget=2500 QUE2026.0512.3439.548
Sign OPTBackbone=ResNet50, Query Budget=5000 QUE2026.0512.34911.452
CGBABackbone=DenseNet161, Query Budget=2500 QUE2026.0512.4088.698
CGBA-HBackbone=ResNet50, Query Budget=2500 QUE2026.0513.48910.178
CGBA-HBackbone=DenseNet161, Query Budget=2500 QUE2026.0513.88311.046
CGBABackbone=ResNet50, Query Budget=1000 QUE2026.0515.33813.159
CGBABackbone=DenseNet161, Query Budget=1000 QUE2026.0515.62711.713
Sign OPTBackbone=DenseNet161, Query Budget=2500 QUE2026.0515.83314.031
Sign OPTBackbone=ResNet50, Query Budget=2500 QUE2026.0515.98314.442
HSJABackbone=ResNet50, Query Budget=1000 QUE2026.0516.33114.057
CGBA-HBackbone=ResNet50, Query Budget=1000 QUE2026.0516.53913.103
HSJABackbone=DenseNet161, Query Budget=1000 QUE2026.0516.73714.128
CGBA-HBackbone=DenseNet161, Query Budget=1000 QUE2026.0517.39513.675
Sign OPTBackbone=ResNet50, Query Budget=1000 QUE2026.0522.13819.489
Sign OPTBackbone=DenseNet161, Query Budget=1000 QUE2026.0522.70620.61