ResearchTasksIdentity-preserving Image GenerationIdentity-preserving Image GenerationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedMultiID-Bench 1-peopleGT1Sim(GT)18Mar 17, 2026MultiID-Bench 3-and-4-peopleGPT-4o-Image0.445Sim(GT)10Mar 17, 2026MultiID-Bench 2-peopleWithAnyone0.405Sim(GT)10Mar 17, 20263D Assets (test)RefAny3D6.315GPT-eval Texture6Feb 26, 2026DreamBooth (test)IMPRINT0.628Realism6Feb 26, 2026