ResearchBenchmarksText-driven Image-to-Image Translation on LAION Mini (subset (20 samples))Text-driven Image-to-Image Translation on LAION Mini (subset (20 samples))Follow3.5Inversion Time (s)FBSDiff++0.13622.84345.5568.257Jan 27, 2026Evaluation resultsMethodMethodLinksInversion Time (s)Sampling Time (s)Total Time (s)FBSDiff++inversion steps=50inversion steps=502026.013.56.19.6StyleDiff2026.0140.33878.3Null-text2026.0140.928.769.6PT-Inv2026.0142.429.972.3p2p-zero2026.0144.712.857.5FBSDiffinversion steps=1000inversion steps=10002026.0177.2885.2PnP2026.0187.615102.6