Face Identification on CASIA-WebFace (25 unseen identities)
75.3Attacker Clean Test AccuracyClean (no prot.)
Evaluation Results
| Method | Links | |
|---|---|---|
| Clean (no prot.)Pipeline=C+R2242026.07 | 75.3 | |
| TUECoverage=whole, Pipeline=C+R2242026.07 | 75 | |
| REMCoverage=whole, Pipeline=C+R2242026.07 | 74.8 | |
| LSPCoverage=face-only, Pipeline=C+R2242026.07 | 74.5 | |
| TUECoverage=face-only, Pipeline=C+R2242026.07 | 74.3 | |
| LSPCoverage=whole, Pipeline=C+R2242026.07 | 74.3 | |
| REMCoverage=whole, Pipeline=C+R1122026.07 | 74 | |
| REMCoverage=whole, Pipeline=C+R112 (bic.)2026.07 | 74 | |
| REMCoverage=face-only, Pipeline=C+R1122026.07 | 74 | |
| TUECoverage=whole, Pipeline=C+R112 (bic.)2026.07 | 74 | |
| TUECoverage=face-only, Pipeline=C+R112 (bic.)2026.07 | 73.8 | |
| LSPCoverage=face-only, Pipeline=JPEG85 C+R1122026.07 | 73.6 | |
| TUECoverage=face-only, Pipeline=C+R1122026.07 | 73.5 | |
| REMCoverage=face-only, Pipeline=C+R112 (bic.)2026.07 | 73.3 | |
| LSPCoverage=face-only, Pipeline=C+R1122026.07 | 73.3 | |
| REMCoverage=face-only, Pipeline=JPEG85 C+R1122026.07 | 73.2 | |
| TUECoverage=whole, Pipeline=JPEG85 C+R1122026.07 | 73.1 | |
| TUECoverage=whole, Pipeline=+blur2026.07 | 72.9 | |
| Clean (no prot.)Pipeline=C+R1122026.07 | 72.8 | |
| REMCoverage=whole, Pipeline=JPEG85 C+R1122026.07 | 72.8 | |
| LSPCoverage=whole, Pipeline=C+R112 (bic.)2026.07 | 72.8 | |
| LSPCoverage=whole, Pipeline=C+R1122026.07 | 72.7 | |
| LSPCoverage=whole, Pipeline=JPEG85 C+R1122026.07 | 72.7 | |
| LSPCoverage=whole, Pipeline=+blur2026.07 | 72.7 | |
| REMCoverage=whole, Pipeline=+blur2026.07 | 72.6 | |
| REMCoverage=face-only, Pipeline=+blur2026.07 | 72.6 | |
| TUECoverage=face-only, Pipeline=JPEG85 C+R1122026.07 | 72.5 | |
| SeguePipeline=C+R112 (bic.)2026.07 | 72.4 | |
| Clean (no prot.)Pipeline=+blur2026.07 | 72.3 | |
| Clean (no prot.)Pipeline=JPEG85 C+R1122026.07 | 72.1 | |
| TUECoverage=whole, Pipeline=C+R1122026.07 | 72.1 | |
| SeguePipeline=C+R2242026.07 | 72.1 | |
| SeguePipeline=C+R1122026.07 | 72.1 | |
| Clean (no prot.)Pipeline=C+R112 (bic.)2026.07 | 72 | |
| LSPCoverage=face-only, Pipeline=C+R112 (bic.)2026.07 | 72 | |
| SeguePipeline=+blur2026.07 | 71.9 | |
| LSPCoverage=face-only, Pipeline=+blur2026.07 | 71.7 | |
| TUECoverage=face-only, Pipeline=+blur2026.07 | 71.6 | |
| SeguePipeline=JPEG85 C+R1122026.07 | 71.5 | |
| UECoverage=whole, Pipeline=C+R112 (bic.)2026.07 | 71.4 | |
| UECoverage=whole, Pipeline=JPEG85 C+R1122026.07 | 70.3 | |
| UECoverage=whole, Pipeline=C+R2242026.07 | 70.1 | |
| UECoverage=whole, Pipeline=C+R1122026.07 | 70.1 | |
| UECoverage=whole, Pipeline=+blur2026.07 | 69.4 | |
| UECoverage=face-only, Pipeline=JPEG85 C+R1122026.07 | 39.4 | |
| UECoverage=face-only, Pipeline=C+R112 (bic.)2026.07 | 38.2 | |
| UECoverage=face-only, Pipeline=+blur2026.07 | 37.7 | |
| UECoverage=face-only, Pipeline=C+R1122026.07 | 37 | |
| REMCoverage=face-only, Pipeline=C+R2242026.07 | 36.9 | |
| UECoverage=face-only, Pipeline=C+R2242026.07 | 24.4 | |
| LPIDPipeline=JPEG85 C+R1122026.07 | 20.8 | |
| LPIDPipeline=+blur2026.07 | 6.9 | |
| LPIDPipeline=C+R1122026.07 | 6.8 | |
| LPIDPipeline=C+R112 (bic.)2026.07 | 6.3 | |
| LPIDPipeline=C+R2242026.07 | 4.9 |