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ResearchFormerly WizWand

Face Identification on CASIA-WebFace (25 unseen identities)

75.3Attacker Clean Test AccuracyClean (no prot.)
2.08421.09240.159.108Jul 7, 2026
Updated 4mo ago

Evaluation results

MethodLinks
Clean (no prot.)Pipeline=C+R2242026.0775.3
TUECoverage=whole, Pipeline=C+R2242026.0775
REMCoverage=whole, Pipeline=C+R2242026.0774.8
LSPCoverage=face-only, Pipeline=C+R2242026.0774.5
TUECoverage=face-only, Pipeline=C+R2242026.0774.3
LSPCoverage=whole, Pipeline=C+R2242026.0774.3
REMCoverage=whole, Pipeline=C+R1122026.0774
REMCoverage=whole, Pipeline=C+R112 (bic.)2026.0774
REMCoverage=face-only, Pipeline=C+R1122026.0774
TUECoverage=whole, Pipeline=C+R112 (bic.)2026.0774
TUECoverage=face-only, Pipeline=C+R112 (bic.)2026.0773.8
LSPCoverage=face-only, Pipeline=JPEG85 C+R1122026.0773.6
TUECoverage=face-only, Pipeline=C+R1122026.0773.5
REMCoverage=face-only, Pipeline=C+R112 (bic.)2026.0773.3
LSPCoverage=face-only, Pipeline=C+R1122026.0773.3
REMCoverage=face-only, Pipeline=JPEG85 C+R1122026.0773.2
TUECoverage=whole, Pipeline=JPEG85 C+R1122026.0773.1
TUECoverage=whole, Pipeline=+blur2026.0772.9
Clean (no prot.)Pipeline=C+R1122026.0772.8
REMCoverage=whole, Pipeline=JPEG85 C+R1122026.0772.8
LSPCoverage=whole, Pipeline=C+R112 (bic.)2026.0772.8
LSPCoverage=whole, Pipeline=C+R1122026.0772.7
LSPCoverage=whole, Pipeline=JPEG85 C+R1122026.0772.7
LSPCoverage=whole, Pipeline=+blur2026.0772.7
REMCoverage=whole, Pipeline=+blur2026.0772.6
REMCoverage=face-only, Pipeline=+blur2026.0772.6
TUECoverage=face-only, Pipeline=JPEG85 C+R1122026.0772.5
SeguePipeline=C+R112 (bic.)2026.0772.4
Clean (no prot.)Pipeline=+blur2026.0772.3
Clean (no prot.)Pipeline=JPEG85 C+R1122026.0772.1
TUECoverage=whole, Pipeline=C+R1122026.0772.1
SeguePipeline=C+R2242026.0772.1
SeguePipeline=C+R1122026.0772.1
Clean (no prot.)Pipeline=C+R112 (bic.)2026.0772
LSPCoverage=face-only, Pipeline=C+R112 (bic.)2026.0772
SeguePipeline=+blur2026.0771.9
LSPCoverage=face-only, Pipeline=+blur2026.0771.7
TUECoverage=face-only, Pipeline=+blur2026.0771.6
SeguePipeline=JPEG85 C+R1122026.0771.5
UECoverage=whole, Pipeline=C+R112 (bic.)2026.0771.4
UECoverage=whole, Pipeline=JPEG85 C+R1122026.0770.3
UECoverage=whole, Pipeline=C+R2242026.0770.1
UECoverage=whole, Pipeline=C+R1122026.0770.1
UECoverage=whole, Pipeline=+blur2026.0769.4
UECoverage=face-only, Pipeline=JPEG85 C+R1122026.0739.4
UECoverage=face-only, Pipeline=C+R112 (bic.)2026.0738.2
UECoverage=face-only, Pipeline=+blur2026.0737.7
UECoverage=face-only, Pipeline=C+R1122026.0737
REMCoverage=face-only, Pipeline=C+R2242026.0736.9
UECoverage=face-only, Pipeline=C+R2242026.0724.4
LPIDPipeline=JPEG85 C+R1122026.0720.8
LPIDPipeline=+blur2026.076.9
LPIDPipeline=C+R1122026.076.8
LPIDPipeline=C+R112 (bic.)2026.076.3
LPIDPipeline=C+R2242026.074.9