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Identity-Preserving Image Editing on Custom 120-image dataset No-Op Round 10 1.0 (test)

0.17LPIPS (Photograph vs Creature)FLUX.2+LFA
0.1420.3310.520.709May 7, 2026

Evaluation results

MethodLinks
FLUX.2+LFAAccess Level=White-Box, Low-Frequency Alignment (LFA)=true, Number of Rounds=102026.050.170.040.930.270.090.790.250.070.830.260.070.880.290.090.80.330.080.83
FLUX.2Access Level=White-Box, Low-Frequency Alignment (LFA)=false, Number of Rounds=102026.050.360.090.810.420.150.70.430.130.770.460.150.70.50.160.720.560.150.71
Seedream 4.0+LFAAccess Level=Black-Box, Low-Frequency Alignment (LFA)=true, Number of Rounds=102026.050.650.130.570.620.170.450.610.160.510.620.190.50.590.20.410.620.160.6
SD3-UE+LFAAccess Level=White-Box, Low-Frequency Alignment (LFA)=true, Number of Rounds=102026.050.660.260.50.680.320.420.690.30.470.610.270.550.690.330.450.740.320.43
Qwen Image 2.0+LFAAccess Level=Black-Box, Low-Frequency Alignment (LFA)=true, Number of Rounds=102026.050.660.120.680.640.150.620.60.110.710.570.140.660.540.160.60.680.150.67
Seedream 4.0Access Level=Black-Box, Low-Frequency Alignment (LFA)=false, Number of Rounds=102026.050.660.150.540.610.190.420.610.180.480.640.20.450.590.210.420.610.170.56
Qwen Image 2.0Access Level=Black-Box, Low-Frequency Alignment (LFA)=false, Number of Rounds=102026.050.820.220.440.770.220.430.780.220.460.720.210.520.690.220.440.80.210.5
SD3-UEAccess Level=White-Box, Low-Frequency Alignment (LFA)=false, Number of Rounds=102026.050.870.420.030.90.480.010.880.410.010.820.460.080.890.520.020.920.440.01