ResearchBenchmarksText Editing on AnyText-benchmark English 1.0 (test)Follow85.53Sentence AccuracyUM-Text28.74643.48858.2372.972Jan 13, 2026Evaluation ResultsMethodMethodLinksSentence AccuracyNormalized Edit DistanceFIDLPIPSUM-TextTask=EditingTask=Editing2026.0185.530.939510.150.0656FLUX-TextTask=EditingTask=Editing2026.0181.750.919312.350.0674AnyText-2Task=EditingTask=Editing2026.0179.150.9129.760.1734AnyTextTask=EditingTask=Editing2026.0168.430.858821.590.1106FLUX-FillTask=EditingTask=Editing2026.0130.930.469833.870.1582