ResearchBenchmarksControllable Image Generation on Colorization Controllable Generation BenchmarkControllable Image Generation on Colorization Controllable Generation BenchmarkFollow103MSELoRA102.28107.14112116.86May 15, 2026Evaluation resultsMethodMethodLinksMSEF1 ScoreFIDSSIMCLIP-IQA ScoreMAN-IQA ScoreMUSIQ ScorePSNRCLIP Text AlignmentCLIP Image AlignmentLoRA2026.05103—10.5191544567.3322.329.882.6LLoCO2026.05106—10.3390504466.4421.263183.1BOFT2026.05121—10.0192514266.3222.1929.781.2