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Papers Benchmarks Datasets Tasks

Identity-preserving Image Generation research benchmarks · SOTA2 Research

Identity-preserving Image Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MultiID-Bench 1-people

1Sim(GT)

18

Mar 17, 2026

MultiID-Bench 3-and-4-people

0.445Sim(GT)

10

Mar 17, 2026

MultiID-Bench 2-people

0.405Sim(GT)

10

Mar 17, 2026

3D Assets (test)

6.315GPT-eval Texture

6

Feb 26, 2026

DreamBooth (test)

0.628Realism

6

Feb 26, 2026

Popular datasets

MultiID-Bench DreamBooth 3D Assets

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