ResearchTasksText-driven Style TransferText-driven Style TransferFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedBenchmark of 52 prompts and 20 style images 1.0 (test)StyleStudio0.235Text Alignment8Feb 26, 2026Custom Stylized Images 10 text conditions (test)CLIPstyler0.252CLIP Score7Feb 26, 2026User preference study set (test)StyleShot44.3Human Preference (Text)6Feb 26, 2026