ResearchBenchmarksDynamic scene editing on Steak sceneDynamic scene editing on Steak sceneFollow28.52CLIP ScoreCTRL-D-0.9126.72914.3722.011Dec 2, 2024Feb 17, 2025May 6, 2025Jul 23, 2025Oct 8, 2025Dec 25, 2025Mar 13, 2026Evaluation resultsMethodMethodLinksCLIP ScoreConsistencyCTRL-DTime=40 minsTime=40 mins2024.1228.5298.8IN4DTime=2 hoursTime=2 hours2024.1228.2398.3Catalyst4DTime=50 min, Number of...Time=50 min, Number of GPUs=12026.030.25298.3CTRL-DTime=55 min, Number of...Time=55 min, Number of GPUs=12026.030.24998.5IN4DTime=2 h*, Number of G...Time=2 h*, Number of GPUs=22026.030.24696.2I4DGSTime=40 min, Number of...Time=40 min, Number of GPUs=12026.030.2298