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Identity-Preserving Image Generation on MultiID-Bench 2-people

0.405Sim(GT)WithAnyone
0.215720.264860.3140.36314Mar 16, 2026

Evaluation results

MethodLinks
WithAnyone2026.030.4050.5510.1610.770.3214.883
AnyPhoto2026.030.4010.5770.1890.7640.3234.994
UniPortrait2026.030.3670.6010.2540.750.3235.187
DreamO2026.030.3590.5140.1790.7630.3194.764
ID-Patch2026.030.350.5170.1830.7670.3264.671
OmniGen2026.030.3450.5290.2090.750.3265.152
GPT-4o-Image2026.030.3320.40.0610.7740.3285.676
UMO2026.030.3280.4910.1760.7430.3164.772
OmniGen22026.030.2830.3530.0810.7630.3344.547
UNO2026.030.2230.2740.0430.7350.3254.805