ResearchTasksSingle-concept customizationSingle-concept customizationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedCustom Personalization Benchmark 8 concepts (test)GCNS84.03V1 Score7May 20, 2026Single-concept customization datasetOrthogonal Adaptation88.29Accuracy V17May 20, 2026Single-Concept Customization V1-V8GCNS31.02Score V17May 20, 2026