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Papers Benchmarks Datasets Tasks

Identity-Preserving Image Editing research benchmarks · SOTA2 Research

Identity-Preserving Image Editing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Real-world scenarios

0.75ID-Sim

10

Feb 26, 2026

Real-world scenarios (test)

0.73ID-Sim

10

Feb 26, 2026

Custom 120-image dataset No-Op Round 10 1.0 (test)

0.17LPIPS (Photograph vs Creature)

8

May 12, 2026

Popular datasets

Real-world scenarios Custom Dataset

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