ResearchBenchmarksControllable Image Generation on Canny Controllable Generation BenchmarkControllable Image Generation on Canny Controllable Generation BenchmarkFollow52F1 ScoreLoRA39.5242.764649.24May 15, 2026Evaluation resultsMethodMethodLinksF1 ScoreMSEFIDSSIMCLIP-IQAMAN-IQAMUSIQ ScorePSNRCLIP Alignment (Text)CLIP Alignment (Image)LoRA2026.0552—25.120.450.620.5774.2211.440.3310.798LoCO2026.0549—250.440.660.6174.2411.170.3360.788BOFT2026.0540—28.710.390.650.5873.8210.890.3080.799