ResearchBenchmarks3D Gaussian Splatting Training on Mip-NeRF 360 Bicycle scene (train)3D Gaussian Splatting Training on Mip-NeRF 360 Bicycle scene (train)Follow285Total Time (s)VkSplat241.04537.77834.51,131.23Apr 30, 2026Evaluation resultsMethodMethodLinksTotal Time (s)Total VRAM (GiB)Projection Forward TimeTiling/Sorting TimeRasterization Forward TimeLossRasterization Backward TimeProjection Backward + Optimization TimeDensification TimeUnaccounted TimeVkSplatDensification Strategy...Densification Strategy=MCMC2026.042850.93827253212046323VkSplatDensification Strategy...Densification Strategy=Default2026.044123.0119252532130131543GSplatDensification Strategy...Densification Strategy=MCMC2026.049951.374041711102683361200GSplatDensification Strategy...Densification Strategy=Default2026.041,3844.569442691032466131341